Triple

T462156
Position Surface form Disambiguated ID Type / Status
Subject NAACP E7361 entity
Predicate keyPerson P256 FINISHED
Object Benjamin Hooks
Benjamin Hooks was an American civil rights leader, attorney, minister, and former FCC commissioner best known for serving as executive director of the NAACP from 1977 to 1992.
E97169 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: Benjamin Hooks | Statement: [NAACP, keyPerson, Benjamin Hooks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Hooks
Context triple: [NAACP, keyPerson, Benjamin Hooks]
  • A. John Hardin
    John Hardin was an American frontiersman and soldier of the late 18th century, known for his role in early Kentucky and Ohio Valley conflicts and for whom Hardin County, Kentucky, is named.
  • B. Anson Jones
    Anson Jones was an American physician, politician, and statesman best known for overseeing the annexation of the Republic of Texas into the United States.
  • C. Floyd McKissick
    Floyd McKissick was a prominent American civil rights attorney and activist who led the Congress of Racial Equality in the 1960s and later became a key advocate of Black economic empowerment and political participation.
  • D. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • E. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • 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: Benjamin Hooks
Triple: [NAACP, keyPerson, Benjamin Hooks]
Generated description
Benjamin Hooks was an American civil rights leader, attorney, minister, and former FCC commissioner best known for serving as executive director of the NAACP from 1977 to 1992.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Hooks
Target entity description: Benjamin Hooks was an American civil rights leader, attorney, minister, and former FCC commissioner best known for serving as executive director of the NAACP from 1977 to 1992.
  • A. John Hardin
    John Hardin was an American frontiersman and soldier of the late 18th century, known for his role in early Kentucky and Ohio Valley conflicts and for whom Hardin County, Kentucky, is named.
  • B. Anson Jones
    Anson Jones was an American physician, politician, and statesman best known for overseeing the annexation of the Republic of Texas into the United States.
  • C. Floyd McKissick
    Floyd McKissick was a prominent American civil rights attorney and activist who led the Congress of Racial Equality in the 1960s and later became a key advocate of Black economic empowerment and political participation.
  • D. Randall Woodfin
    Randall Woodfin is an American politician and attorney who serves as the progressive, reform-focused mayor of Birmingham, Alabama.
  • E. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • 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_69a2e7e5c5bc8190a1dc8178218fba40 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2efc09eac8190add4bb5823b53ba7 completed Feb. 28, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d6571588190b1f328e7b10b627c completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a78ce2d3608190af4f38768b6ef95e completed March 4, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69a78d84ccd08190aaa86a0adbd993a0 completed March 4, 2026, 1:40 a.m.
Created at: Feb. 28, 2026, 1:12 p.m.