Triple

T2725422
Position Surface form Disambiguated ID Type / Status
Subject 2000 United States census E60178 entity
Predicate headOfAgencyAtTime P18102 FINISHED
Object Kenneth Prewitt
Kenneth Prewitt is an American political scientist and former director of the U.S. Census Bureau who oversaw the 2000 United States census.
E292465 NE FINISHED

How this triple was built (5 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: Kenneth Prewitt | Statement: [2000 United States census, headOfAgencyAtTime, Kenneth Prewitt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenneth Prewitt
Context triple: [2000 United States census, headOfAgencyAtTime, Kenneth Prewitt]
  • A. William K. Reilly
    William K. Reilly is an American environmental leader and former Administrator of the U.S. Environmental Protection Agency known for his influential role in advancing environmental policy and conservation.
  • B. Donald A. Henderson
    Donald A. Henderson was an American epidemiologist who led the World Health Organization’s successful global campaign to eradicate smallpox.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • E. Harvey V. Fineberg
    Harvey V. Fineberg is an American physician and public health scholar known for his leadership roles in major health and philanthropic institutions, including serving as president of the Institute of Medicine (now the National Academy of Medicine).
  • 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: Kenneth Prewitt
Triple: [2000 United States census, headOfAgencyAtTime, Kenneth Prewitt]
Generated description
Kenneth Prewitt is an American political scientist and former director of the U.S. Census Bureau who oversaw the 2000 United States census.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenneth Prewitt
Target entity description: Kenneth Prewitt is an American political scientist and former director of the U.S. Census Bureau who oversaw the 2000 United States census.
  • A. William K. Reilly
    William K. Reilly is an American environmental leader and former Administrator of the U.S. Environmental Protection Agency known for his influential role in advancing environmental policy and conservation.
  • B. Donald A. Henderson
    Donald A. Henderson was an American epidemiologist who led the World Health Organization’s successful global campaign to eradicate smallpox.
  • C. James A. Abrahamson
    James A. Abrahamson is a retired U.S. Air Force lieutenant general and aerospace engineer best known for directing NASA’s Space Shuttle program and leading the Strategic Defense Initiative Organization in the 1980s.
  • D. James D. Stern
    James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
  • E. Harvey V. Fineberg
    Harvey V. Fineberg is an American physician and public health scholar known for his leadership roles in major health and philanthropic institutions, including serving as president of the Institute of Medicine (now the National Academy of Medicine).
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: headOfAgencyAtTime
Context triple: [2000 United States census, headOfAgencyAtTime, Kenneth Prewitt]
  • A. officeHolderAtTime
    Indicates that a person holds or held a particular office or position during a specified time period.
  • B. headOfOffice chosen
    Indicates that one entity serves as the chief or leading authority in charge of a particular office or organizational unit.
  • C. officeHolderAsOf
    Indicates that a person holds or held a specific office or position as of a particular date or point in time.
  • D. commissionerAtTime
    Indicates that a person holds the role or position of commissioner during a specified time or time interval.
  • E. formerDirector
    Indicates that one entity previously held the position of director of the other entity but no longer does.
  • F. None of above.

Provenance (6 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_69ab4b746d248190958e052045c09255 completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacd7e24819084a620063e3f7aa4 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb6982974819089d0ef4a59cc4085 completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb7166d788190ac219fe3c3e164fe completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
PD Predicate disambiguation batch_69abd82586f88190a98f60d3247fe2d3 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:55 p.m.