Triple

T14598764
Position Surface form Disambiguated ID Type / Status
Subject It Was Written E342645 entity
Predicate hasPart P35 FINISHED
Object Affirmative Action
Affirmative Action is a track by Nas from his 1996 album "It Was Written," known for its intricate storytelling and controversial, conspiracy-laden lyrics.
E1108651 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: Affirmative Action | Statement: [It Was Written, hasPart, Affirmative Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Affirmative Action
Context triple: [It Was Written, hasPart, Affirmative Action]
  • A. Système de politique positive
    Système de politique positive is a foundational work of positivist philosophy in which Auguste Comte outlines his vision of a scientifically organized society and a secular “religion of humanity.”
  • B. Equality
    "Equality" is a seminal 1931 work of social and political philosophy by R. H. Tawney that critiques economic inequality and argues for a more just, egalitarian society.
  • C. Schuette v. Coalition to Defend Affirmative Action (dissent on affirmative action)
    Schuette v. Coalition to Defend Affirmative Action (dissent on affirmative action) is Justice Sonia Sotomayor’s powerful Supreme Court dissent criticizing a Michigan constitutional amendment that banned race-conscious admissions policies in public universities.
  • D. Equality of Educational Opportunity
    Equality of Educational Opportunity is a landmark 1966 sociological study and report that examined how family background, school resources, and racial segregation affect students’ educational outcomes in the United States.
  • E. Regents of the University of California v. Bakke
    Regents of the University of California v. Bakke is a landmark 1978 U.S. Supreme Court case that struck down rigid racial quotas in university admissions while upholding the constitutionality of using race as one factor among many to foster diversity.
  • 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: Affirmative Action
Triple: [It Was Written, hasPart, Affirmative Action]
Generated description
Affirmative Action is a track by Nas from his 1996 album "It Was Written," known for its intricate storytelling and controversial, conspiracy-laden lyrics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Affirmative Action
Target entity description: Affirmative Action is a track by Nas from his 1996 album "It Was Written," known for its intricate storytelling and controversial, conspiracy-laden lyrics.
  • A. Système de politique positive
    Système de politique positive is a foundational work of positivist philosophy in which Auguste Comte outlines his vision of a scientifically organized society and a secular “religion of humanity.”
  • B. Equality
    "Equality" is a seminal 1931 work of social and political philosophy by R. H. Tawney that critiques economic inequality and argues for a more just, egalitarian society.
  • C. Schuette v. Coalition to Defend Affirmative Action (dissent on affirmative action)
    Schuette v. Coalition to Defend Affirmative Action (dissent on affirmative action) is Justice Sonia Sotomayor’s powerful Supreme Court dissent criticizing a Michigan constitutional amendment that banned race-conscious admissions policies in public universities.
  • D. Equality of Educational Opportunity
    Equality of Educational Opportunity is a landmark 1966 sociological study and report that examined how family background, school resources, and racial segregation affect students’ educational outcomes in the United States.
  • E. Regents of the University of California v. Bakke
    Regents of the University of California v. Bakke is a landmark 1978 U.S. Supreme Court case that struck down rigid racial quotas in university admissions while upholding the constitutionality of using race as one factor among many to foster diversity.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb436d92881908fdf9267568feee2 completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94ca0fec81908fb9c674f48a793b completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd973985b881908f0c2fd201db8104 completed May 8, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd9843857c819089eb96564b8a9503 completed May 8, 2026, 8:01 a.m.
Created at: April 10, 2026, 1:25 a.m.