Triple

T22235591
Position Surface form Disambiguated ID Type / Status
Subject Heritage Foundation E549583 entity
Predicate hasPresident P112 FINISHED
Object Kevin D. Roberts
Kevin D. Roberts is an American conservative policy leader and commentator who serves as president of the Heritage Foundation, a prominent right-leaning think tank.
 E1559726 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: Kevin D. Roberts | Statement: [Heritage Foundation, hasPresident, Kevin D. Roberts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevin D. Roberts
Context triple: [Heritage Foundation, hasPresident, Kevin D. Roberts]
  • A. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • B. Mark P. McCahill
    Mark P. McCahill is an American computer scientist best known for pioneering early internet technologies, including creating the Gopher protocol for distributed document search and retrieval.
  • C. Brian M. Robinson
    Brian M. Robinson is a film editor known for his work on the comedy movie "The Week Of."
  • D. Timothy J. Geraghty
    Timothy J. Geraghty is a retired U.S. Marine Corps general best known for commanding American forces during the Multinational Force in Lebanon deployment in the early 1980s.
  • E. Timothy M. Burgess
    Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
  • 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: Kevin D. Roberts
Triple: [Heritage Foundation, hasPresident, Kevin D. Roberts]
Generated description
Kevin D. Roberts is an American conservative policy leader and commentator who serves as president of the Heritage Foundation, a prominent right-leaning think tank.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevin D. Roberts
Target entity description: Kevin D. Roberts is an American conservative policy leader and commentator who serves as president of the Heritage Foundation, a prominent right-leaning think tank.
  • A. Craig A. Stough
    Craig A. Stough is an American local government leader who serves as the mayor of Sylvania, Ohio.
  • B. Mark P. McCahill
    Mark P. McCahill is an American computer scientist best known for pioneering early internet technologies, including creating the Gopher protocol for distributed document search and retrieval.
  • C. Brian M. Robinson
    Brian M. Robinson is a film editor known for his work on the comedy movie "The Week Of."
  • D. Timothy J. Geraghty
    Timothy J. Geraghty is a retired U.S. Marine Corps general best known for commanding American forces during the Multinational Force in Lebanon deployment in the early 1980s.
  • E. Timothy M. Burgess
    Timothy M. Burgess is a United States federal judge who serves on the bench of the District of Alaska.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf6d74c8190a1d8d8fc24a06bd1 completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9a644ac81908759165afee762d1 completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb59ff98819081ccb651f6a1d154 completed May 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbc1bd0808190a0a5f8f603308b45 completed May 19, 2026, 1:25 a.m.
Created at: April 16, 2026, 8:38 p.m.