Triple

T36977563
Position Surface form Disambiguated ID Type / Status
Subject Taxpayer Relief Act of 1997 E914740 entity
Predicate createdTaxCredit P201062 FINISHED
Object Lifetime Learning Credit
The Lifetime Learning Credit is a U.S. federal income tax credit that helps offset qualified tuition and related educational expenses for eligible students enrolled in postsecondary education or courses to acquire or improve job skills.
 E1244470 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Lifetime Learning Credit | Statement: [Taxpayer Relief Act of 1997, createdTaxCredit, Lifetime Learning Credit]
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Lifetime Learning Credit
Triple: [Taxpayer Relief Act of 1997, createdTaxCredit, Lifetime Learning Credit]
Generated description
The Lifetime Learning Credit is a U.S. federal income tax credit that helps offset qualified tuition and related educational expenses for eligible students enrolled in postsecondary education or courses to acquire or improve job skills.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69f76e8d13b4819089af24a47ce092fc completed May 3, 2026, 3:49 p.m.
NER Named-entity recognition batch_69ffc57580088190bf0d41dbac0eb556 completed May 9, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a3e2c4be7448190849a415a06c78f0e completed June 26, 2026, 7:37 a.m.
NEDg Description generation batch_6a3e2d0b7b9081908b0a1754dfbea0df completed June 26, 2026, 7:40 a.m.
NED2 Entity disambiguation (via description) batch_6a3e40f1c27c8190aacf64bbd31eb44b completed June 26, 2026, 9:05 a.m.
Created at: May 3, 2026, 4:14 p.m.