From 7e67282bf9eabfe29023fd23ac4b6ca1d08adb94 Mon Sep 17 00:00:00 2001 From: migueljette Date: Thu, 28 May 2026 16:11:57 -0700 Subject: [PATCH] Fix GAAP misspellings in earnings21 NLP reference files MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Corrects 42 tokens across 14 transcripts where gap/Gap/GAP/non-gap were used instead of GAAP/non-GAAP in financial reporting contexts. Also updates case tags (LC→CA for GAAP, LC→MC for non-GAAP, UC→CA for Gap) to match correctly spelled tokens elsewhere in the dataset. Co-Authored-By: Claude Sonnet 4.6 --- earnings21/transcripts/nlp_references/4320211.nlp | 12 ++++++------ earnings21/transcripts/nlp_references/4344866.nlp | 6 +++--- earnings21/transcripts/nlp_references/4360366.nlp | 4 ++-- earnings21/transcripts/nlp_references/4360674.nlp | 8 ++++---- earnings21/transcripts/nlp_references/4364366.nlp | 6 +++--- earnings21/transcripts/nlp_references/4365948.nlp | 4 ++-- earnings21/transcripts/nlp_references/4366302.nlp | 4 ++-- earnings21/transcripts/nlp_references/4382825.nlp | 4 ++-- earnings21/transcripts/nlp_references/4383161.nlp | 2 +- earnings21/transcripts/nlp_references/4384964.nlp | 10 +++++----- earnings21/transcripts/nlp_references/4387383.nlp | 6 +++--- earnings21/transcripts/nlp_references/4389907.nlp | 10 +++++----- earnings21/transcripts/nlp_references/4397800.nlp | 4 ++-- earnings21/transcripts/nlp_references/4397829.nlp | 4 ++-- 14 files changed, 42 insertions(+), 42 deletions(-) diff --git a/earnings21/transcripts/nlp_references/4320211.nlp b/earnings21/transcripts/nlp_references/4320211.nlp index d837dd8..5be0696 100755 --- a/earnings21/transcripts/nlp_references/4320211.nlp +++ b/earnings21/transcripts/nlp_references/4320211.nlp @@ -272,7 +272,7 @@ a|1||||LC|[]|[] discussion|1||||LC|[]|[] of|1||||LC|[]|[] certain|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1|||,|LC|[]|[] which|1||||LC|[]|[] @@ -286,7 +286,7 @@ be|1||||LC|[]|[] substitutes|1||||LC|[]|[] for|1||||LC|[]|[] comparable|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] measures|1|||.|LC|[]|[] Reconciliations|1||||UC|[]|[] of|1||||LC|[]|[] @@ -296,7 +296,7 @@ information|1||||LC|[]|[] to|1||||LC|[]|[] the|1||||LC|[]|[] comparable|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] measures|1||||LC|[]|[] will|1||||LC|[]|[] be|1||||LC|[]|[] @@ -2930,7 +2930,7 @@ share|3|||,|LC|[]|[] which|3||||LC|[]|[] is|3||||LC|[]|[] a|3||||LC|[]|[] -non-gap|3||||LC|[]|[] +non-GAAP|3||||MC|[]|[] measure|3||||LC|[]|[] for|3||||LC|[]|[] the|3||||LC|[]|['540'] @@ -3024,7 +3024,7 @@ more|3||||LC|[]|[] information|3||||LC|[]|[] on|3||||LC|[]|[] this|3||||LC|[]|[] -non-gap|3||||LC|[]|[] +non-GAAP|3||||MC|[]|[] measure|3|||,|LC|[]|[] please|3||||LC|[]|[] see|3||||LC|[]|[] @@ -3627,7 +3627,7 @@ basis|3|||,|LC|[]|[] which|3||||LC|[]|[] is|3||||LC|[]|[] a|3||||LC|[]|[] -non-gap|3||||LC|[]|[] +non-GAAP|3||||MC|[]|[] measure|3|||,|LC|[]|[] the|3||||LC|[]|[] company|3||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4344866.nlp b/earnings21/transcripts/nlp_references/4344866.nlp index b30b58a..0d5372c 100755 --- a/earnings21/transcripts/nlp_references/4344866.nlp +++ b/earnings21/transcripts/nlp_references/4344866.nlp @@ -290,7 +290,7 @@ capitalization|1|||,|LC|[]|[] which|1||||LC|[]|[] are|1||||LC|[]|[] all|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] measures|1||||LC|[]|[] used|1||||LC|[]|[] by|1||||LC|[]|[] @@ -311,7 +311,7 @@ these|1||||LC|[]|[] measures|1||||LC|[]|[] to|1||||LC|[]|[] their|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] counterparts|1||||LC|[]|[] are|1||||LC|[]|[] contained|1||||LC|[]|[] @@ -2769,7 +2769,7 @@ provision|4||||LC|[]|[] we|4||||LC|[]|[] booked|4||||LC|[]|[] for|4||||LC|[]|[] -gap|4||||LC|[]|[] +GAAP|4||||CA|[]|[] purposes|4|||.|LC|[]|[] For|4||||UC|[]|[] this|4||||LC|[]|['393'] diff --git a/earnings21/transcripts/nlp_references/4360366.nlp b/earnings21/transcripts/nlp_references/4360366.nlp index 8889b1f..0a376a0 100755 --- a/earnings21/transcripts/nlp_references/4360366.nlp +++ b/earnings21/transcripts/nlp_references/4360366.nlp @@ -315,7 +315,7 @@ we|1||||LC|[]|[] may|1||||LC|[]|[] mention|1||||LC|[]|[] some|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1|||.|LC|[]|[] Reconciliations|1||||UC|[]|[] @@ -8180,7 +8180,7 @@ losses|2|||.|LC|[]|[] Our|2||||UC|[]|[] obligation|2||||LC|[]|[] under|2||||LC|[]|[] -GAP|2||||CA|['892:ABBREVIATION']|['892', '914'] +GAAP|2||||CA|['892:ABBREVIATION']|['892', '914'] is|2||||LC|[]|[] to|2||||LC|[]|[] report|2|||,|LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4360674.nlp b/earnings21/transcripts/nlp_references/4360674.nlp index 28ca4cf..34f309b 100755 --- a/earnings21/transcripts/nlp_references/4360674.nlp +++ b/earnings21/transcripts/nlp_references/4360674.nlp @@ -329,7 +329,7 @@ also|1||||LC|[]|[] includes|1||||LC|[]|[] references|1||||LC|[]|[] to|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1|||.|LC|[]|[] These|1||||UC|[]|[] @@ -356,7 +356,7 @@ non-debt|1||||LC|[]|[] measures|1|||,|LC|[]|[] and|1||||LC|[]|[] closest|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] financial|1||||LC|[]|[] measure|1|||.|LC|[]|[] With|1||||UC|[]|[] @@ -2272,7 +2272,7 @@ reported|2||||LC|[]|[] second|2||||LC|[]|['645'] quarter|2||||LC|[]|['645'] 2020|2||||CA|['140:YEAR']|['140', '310', '645'] -gap|2||||LC|[]|[] +GAAP|2||||CA|[]|[] earnings|2||||LC|[]|[] of|2||||LC|[]|[] $55|2||||CA|['46:MONEY']|['46'] @@ -3020,7 +3020,7 @@ reported|2||||LC|[]|[] second|2||||LC|[]|['718'] quarter|2|||,|LC|[]|['718'] 2020|2||||CA|['143:YEAR']|['143', '332'] -gap|2||||LC|[]|[] +GAAP|2||||CA|[]|[] earnings|2||||LC|[]|[] of|2||||LC|[]|[] $481|2||||CA|['49:MONEY']|['49'] diff --git a/earnings21/transcripts/nlp_references/4364366.nlp b/earnings21/transcripts/nlp_references/4364366.nlp index 3cf328a..6846447 100755 --- a/earnings21/transcripts/nlp_references/4364366.nlp +++ b/earnings21/transcripts/nlp_references/4364366.nlp @@ -239,7 +239,7 @@ also|1||||LC|[]|[] be|1||||LC|[]|[] presenting|1||||LC|[]|[] certain|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1|||.|LC|[]|[] Our|1||||UC|[]|[] @@ -276,7 +276,7 @@ information|1||||LC|[]|[] important|1||||LC|[]|[] on|1||||LC|[]|[] these|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] measures|1|||.|LC|[]|[] So|1|||,|UC|[]|[] now|1||||LC|[]|[] @@ -4922,7 +4922,7 @@ is|3|||,|LC|[]|[] is|3||||LC|[]|[] based|3||||LC|[]|[] on|3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] results|3||||LC|[]|[] by|3||||LC|[]|[] jurisdiction|3|||.|LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4365948.nlp b/earnings21/transcripts/nlp_references/4365948.nlp index b2ad7c0..0447d8c 100755 --- a/earnings21/transcripts/nlp_references/4365948.nlp +++ b/earnings21/transcripts/nlp_references/4365948.nlp @@ -250,7 +250,7 @@ We|1||||UC|['24:CONTRACTION']|['24'] will|1||||LC|['24:CONTRACTION']|['24'] discuss|1||||LC|[]|[] certain|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1|||,|LC|[]|[] which|1||||LC|[]|[] @@ -274,7 +274,7 @@ forward|1||||LC|[]|[] looking|1||||LC|[]|[] statements|1|||.|LC|[]|[] And|1||||UC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1||||LC|[]|[] apply|1||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4366302.nlp b/earnings21/transcripts/nlp_references/4366302.nlp index c91dacf..eb0aea8 100755 --- a/earnings21/transcripts/nlp_references/4366302.nlp +++ b/earnings21/transcripts/nlp_references/4366302.nlp @@ -191,7 +191,7 @@ may|3||||LC|[]|[] also|3||||LC|[]|[] contain|3||||LC|[]|[] certain|3||||LC|[]|[] -non-gap|3||||LC|[]|[] +non-GAAP|3||||MC|[]|[] financial|3||||LC|[]|[] measures|3||||LC|[]|[] such|3||||LC|[]|[] @@ -230,7 +230,7 @@ to|3||||LC|[]|[] the|3||||LC|[]|[] most|3||||LC|[]|[] comparable|3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] financial|3||||LC|[]|[] measures|3||||LC|[]|[] may|3||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4382825.nlp b/earnings21/transcripts/nlp_references/4382825.nlp index d216223..8de722e 100755 --- a/earnings21/transcripts/nlp_references/4382825.nlp +++ b/earnings21/transcripts/nlp_references/4382825.nlp @@ -284,7 +284,7 @@ also|1||||LC|[]|[] refer|1||||LC|[]|[] to|1||||LC|[]|[] some|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] financial|1||||LC|[]|[] measures|1||||LC|[]|[] today|1||||LC|[]|['39'] @@ -294,7 +294,7 @@ to|1||||LC|[]|[] the|1||||LC|[]|[] nearest|1||||LC|[]|[] corresponding|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] measure|1||||LC|[]|[] can|1||||LC|[]|[] be|1||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4383161.nlp b/earnings21/transcripts/nlp_references/4383161.nlp index 26298fe..abbeec6 100755 --- a/earnings21/transcripts/nlp_references/4383161.nlp +++ b/earnings21/transcripts/nlp_references/4383161.nlp @@ -368,7 +368,7 @@ ago|2|||,|LC|[]|['242'] and|2||||LC|[]|[] then|2||||LC|[]|[] adjusted|2||||LC|[]|[] -gap|2||||LC|[]|[] +GAAP|2||||CA|[]|[] EPS|2||||CA|['119:ABBREVIATION']|['119'] of|2||||LC|[]|[] 66|2||||CA|['148:CARDINAL']|['148', '244'] diff --git a/earnings21/transcripts/nlp_references/4384964.nlp b/earnings21/transcripts/nlp_references/4384964.nlp index c45edf3..9304795 100755 --- a/earnings21/transcripts/nlp_references/4384964.nlp +++ b/earnings21/transcripts/nlp_references/4384964.nlp @@ -251,7 +251,7 @@ why|1||||LC|[]|[] we|1||||LC|[]|[] use|1||||LC|[]|[] certain|1||||LC|[]|[] -non-gap|1||||LC|[]|[] +non-GAAP|1||||MC|[]|[] measures|1||||LC|[]|[] and|1||||LC|[]|[] how|1||||LC|[]|[] @@ -259,7 +259,7 @@ those|1||||LC|[]|[] measures|1||||LC|[]|[] reconcile|1||||LC|[]|[] to|1||||LC|[]|[] -gap|1||||LC|[]|[] +GAAP|1||||CA|[]|[] results|1||||LC|[]|[] is|1||||LC|[]|[] contained|1||||LC|[]|[] @@ -447,7 +447,7 @@ third|2||||LC|[]|['237'] quarter|2||||LC|[]|['237'] of|2||||LC|[]|['237'] 2019|2|||.|CA|['74:YEAR']|['137', '237', '74'] -Gap|2||||UC|[]|[] +GAAP|2||||CA|[]|[] results|2|||,|LC|[]|[] uh|2|||,|LC|[]|[] which|2||||LC|[]|[] @@ -526,7 +526,7 @@ Pass|2||||UC|[]|['248'] transmission|2||||LC|[]|[] impairment|2||||LC|[]|[] charge|2|||.|LC|[]|[] -Gap|2||||UC|[]|[] +GAAP|2||||CA|[]|[] results|2||||LC|[]|[] for|2||||LC|[]|[] September|2||||UC|[]|['249'] @@ -800,7 +800,7 @@ excluded|2||||LC|[]|[] from|2||||LC|[]|[] our|2||||LC|[]|[] recurring|2||||LC|[]|[] -gap|2|||,|LC|[]|[] +GAAP|2|||,|CA|[]|[] uh|2|||,|LC|[]|[] earnings|2|||.|LC|[]|[] Our|2||||UC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4387383.nlp b/earnings21/transcripts/nlp_references/4387383.nlp index fe9d476..b4eb12e 100755 --- a/earnings21/transcripts/nlp_references/4387383.nlp +++ b/earnings21/transcripts/nlp_references/4387383.nlp @@ -801,7 +801,7 @@ may|7||||LC|[]|[] refer|7||||LC|[]|[] to|7||||LC|[]|[] certain|7||||LC|[]|[] -non-gap|7||||LC|[]|[] +non-GAAP|7||||MC|[]|[] financial|7||||LC|[]|[] measures|7|||,|LC|[]|[] including|7||||LC|[]|[] @@ -846,7 +846,7 @@ a|7||||LC|[]|[] reconciliation|7||||LC|[]|[] of|7||||LC|[]|[] these|7||||LC|[]|[] -non-gap|7||||LC|[]|[] +non-GAAP|7||||MC|[]|[] financial|7||||LC|[]|[] measures|7||||LC|[]|[] with|7||||LC|[]|[] @@ -854,7 +854,7 @@ the|7||||LC|[]|[] most|7||||LC|[]|[] directly|7||||LC|[]|[] comparable|7||||LC|[]|[] -gap|7||||LC|[]|[] +GAAP|7||||CA|[]|[] financial|7||||LC|[]|[] measures|7|||.|LC|[]|[] With|7||||UC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4389907.nlp b/earnings21/transcripts/nlp_references/4389907.nlp index 86f820b..2f479e1 100755 --- a/earnings21/transcripts/nlp_references/4389907.nlp +++ b/earnings21/transcripts/nlp_references/4389907.nlp @@ -1840,7 +1840,7 @@ of|3||||LC|[]|['245'] last|3||||LC|[]|['245'] year|3|||.|LC|[]|['245'] |3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] loss|3||||LC|[]|[] from|3||||LC|[]|[] operations|3||||LC|[]|[] @@ -1856,7 +1856,7 @@ RMB|3||||CA|['142:ABBREVIATION']|['142'] million|3||||LC|[]|['247'] to|3||||LC|[]|[] long|3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] loss|3||||LC|[]|[] from|3||||LC|[]|[] operations|3||||LC|[]|[] @@ -1872,7 +1872,7 @@ of|3||||LC|[]|['249'] last|3||||LC|[]|['249'] year|3|||.|LC|[]|['249'] Long|3||||UC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] operating|3||||LC|[]|[] margin|3||||LC|[]|[] in|3||||LC|[]|[] @@ -1934,7 +1934,7 @@ of|3||||LC|[]|['258'] last|3||||LC|[]|['258'] year|3|||.|LC|[]|['258'] Long|3||||UC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] net|3||||LC|[]|[] income|3||||LC|[]|[] from|3||||LC|[]|[] @@ -1956,7 +1956,7 @@ million|3||||LC|[]|['458'] compared|3||||LC|[]|[] to|3||||LC|[]|[] long|3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] net|3||||LC|[]|[] loss|3||||LC|[]|[] from|3||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4397800.nlp b/earnings21/transcripts/nlp_references/4397800.nlp index 51b13a5..40c0387 100755 --- a/earnings21/transcripts/nlp_references/4397800.nlp +++ b/earnings21/transcripts/nlp_references/4397800.nlp @@ -135,9 +135,9 @@ includes|0||||LC|[]|[] the|0||||LC|[]|[] reconciliation|0||||LC|[]|[] of|0||||LC|[]|[] -non-gap|0||||LC|[]|[] +non-GAAP|0||||MC|[]|[] to|0||||LC|[]|[] -gap|0||||LC|[]|[] +GAAP|0||||CA|[]|[] financial|0||||LC|[]|[] measures|0||||LC|[]|[] is|0||||LC|[]|[] diff --git a/earnings21/transcripts/nlp_references/4397829.nlp b/earnings21/transcripts/nlp_references/4397829.nlp index 627637c..7ac12e7 100755 --- a/earnings21/transcripts/nlp_references/4397829.nlp +++ b/earnings21/transcripts/nlp_references/4397829.nlp @@ -321,7 +321,7 @@ presented|1||||LC|[]|[] in|1||||LC|[]|[] accordance|1||||LC|[]|[] with|1||||LC|[]|[] -gap|1|||,|LC|[]|[] +GAAP|1|||,|CA|[]|[] please|1||||LC|[]|[] refer|1||||LC|[]|[] to|1||||LC|[]|[] @@ -1350,7 +1350,7 @@ financial|3||||LC|[]|[] results|3|||.|LC|[]|[] On|3||||UC|[]|[] a|3||||LC|[]|[] -gap|3||||LC|[]|[] +GAAP|3||||CA|[]|[] basis|3|||,|LC|[]|[] including|3||||LC|[]|[] the|3||||LC|[]|[]