Triple

T13857832
Position Surface form Disambiguated ID Type / Status
Subject College Cost Reduction and Access Act E333109 entity
Predicate shortName P43 FINISHED
Object CCRAA
CCRAA is a U.S. federal law aimed at making higher education more affordable by reducing student loan costs and expanding access to financial aid.
 E1066961 NE FINISHED

How this triple was built (4 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: CCRAA | Statement: [College Cost Reduction and Access Act, shortName, CCRAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CCRAA
Context triple: [College Cost Reduction and Access Act, shortName, CCRAA]
  • A. CRCA
    CRCA is the commonly used abbreviation for the Canadian Alliance, a former federal political party in Canada.
  • B. CCCAA
    CCCAA is the governing body that oversees intercollegiate athletics for California’s community colleges.
  • C. CrA
    CrA is the standard astronomical abbreviation for Corona Australis, a small southern constellation whose name means "the Southern Crown."
  • D. CRA
    CRA is the commonly used abbreviation for the Community Reinvestment Act, a U.S. law encouraging banks to help meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • E. CRA
    CRA is a financial safety net mechanism among BRICS countries designed to provide liquidity support and protect members against short-term balance of payments pressures.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
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: CCRAA
Triple: [College Cost Reduction and Access Act, shortName, CCRAA]
Generated description
CCRAA is a U.S. federal law aimed at making higher education more affordable by reducing student loan costs and expanding access to financial aid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CCRAA
Target entity description: CCRAA is a U.S. federal law aimed at making higher education more affordable by reducing student loan costs and expanding access to financial aid.
  • A. CRCA
    CRCA is the commonly used abbreviation for the Canadian Alliance, a former federal political party in Canada.
  • B. CCCAA
    CCCAA is the governing body that oversees intercollegiate athletics for California’s community colleges.
  • C. CrA
    CrA is the standard astronomical abbreviation for Corona Australis, a small southern constellation whose name means "the Southern Crown."
  • D. CRA
    CRA is the commonly used abbreviation for the Community Reinvestment Act, a U.S. law encouraging banks to help meet the credit needs of all communities, including low- and moderate-income neighborhoods.
  • E. CRA
    CRA is a financial safety net mechanism among BRICS countries designed to provide liquidity support and protect members against short-term balance of payments pressures.
  • F. None of above. chosen

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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02dc9f488190b7181dcb7e304632 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0fb7c3c819081fc6f89aa17d6af completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c2c711948190ac614291592a7e03 completed May 3, 2026, 9:48 p.m.
NED2 Entity disambiguation (via description) batch_69f7c36f28b48190b734a9e5e7ae39b9 completed May 3, 2026, 9:51 p.m.
Created at: April 9, 2026, 10:14 p.m.