Triple

T13626617
Position Surface form Disambiguated ID Type / Status
Subject Berry E325598 entity
Predicate hasNotableBearer P458 FINISHED
Object John Berry (politician)
John Berry is an American politician and former U.S. ambassador best known for serving as Director of the U.S. Office of Personnel Management under President Barack Obama.
 E1051639 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: John Berry (politician) | Statement: [Berry, hasNotableBearer, John Berry (politician)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Berry (politician)
Context triple: [Berry, hasNotableBearer, John Berry (politician)]
  • A. John H. Berry
    John H. Berry was an individual notable enough to be specifically recorded as interred in Hackensack Cemetery in New Jersey.
  • B. Andrew C. Berry
    Andrew C. Berry was a mathematician known for his contributions to probability theory, particularly in refining the central limit theorem through what became known as the Berry–Esseen theorem.
  • C. Edward R. Burke
    Edward R. Burke was a U.S. Democratic politician and senator from Nebraska in the 1930s, known for his involvement in New Deal-era legislation and national defense policy.
  • D. Edward J. McCormack
    Edward J. McCormack was an American public official who served in a leading labor and industry regulatory role in New York State government.
  • E. James J. Rowley
    James J. Rowley was a longtime Director of the United States Secret Service, recognized for modernizing the agency and strengthening presidential protection.
  • 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: John Berry (politician)
Triple: [Berry, hasNotableBearer, John Berry (politician)]
Generated description
John Berry is an American politician and former U.S. ambassador best known for serving as Director of the U.S. Office of Personnel Management under President Barack Obama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Berry (politician)
Target entity description: John Berry is an American politician and former U.S. ambassador best known for serving as Director of the U.S. Office of Personnel Management under President Barack Obama.
  • A. John H. Berry
    John H. Berry was an individual notable enough to be specifically recorded as interred in Hackensack Cemetery in New Jersey.
  • B. Andrew C. Berry
    Andrew C. Berry was a mathematician known for his contributions to probability theory, particularly in refining the central limit theorem through what became known as the Berry–Esseen theorem.
  • C. Edward R. Burke
    Edward R. Burke was a U.S. Democratic politician and senator from Nebraska in the 1930s, known for his involvement in New Deal-era legislation and national defense policy.
  • D. Edward J. McCormack
    Edward J. McCormack was an American public official who served in a leading labor and industry regulatory role in New York State government.
  • E. James J. Rowley
    James J. Rowley was a longtime Director of the United States Secret Service, recognized for modernizing the agency and strengthening presidential protection.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbbe9c72c88190be3d7a3f2e96afbc completed April 12, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77fa6a46881909d381d76d391f5b7 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f782c41634819096b0939c6c917259 completed May 3, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69f78366eca88190be313c3a1b1e23ff completed May 3, 2026, 5:18 p.m.
Created at: April 9, 2026, 9:51 p.m.