Triple

T706862
Position Surface form Disambiguated ID Type / Status
Subject Braintree E14118 entity
Predicate hasMayor P185 FINISHED
Object Charles C. Kokoros
Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
E213754 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: Charles C. Kokoros | Statement: [Braintree, hasMayor, Charles C. Kokoros]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles C. Kokoros
Context triple: [Braintree, hasMayor, Charles C. Kokoros]
  • A. Charles F. Roos
    Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
  • B. Joseph A. Galamb
    Joseph A. Galamb was a Hungarian-American automotive engineer best known for his key role in developing the Ford Model T, one of the most influential cars in history.
  • 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. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • E. Daniel P. Higgins
    Daniel P. Higgins was an architect associated with the design work on the Jefferson Memorial in Washington, D.C.
  • 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: Charles C. Kokoros
Triple: [Braintree, hasMayor, Charles C. Kokoros]
Generated description
Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles C. Kokoros
Target entity description: Charles C. Kokoros is an American local politician serving as the mayor of Braintree, Massachusetts.
  • A. Charles F. Roos
    Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
  • B. Joseph A. Galamb
    Joseph A. Galamb was a Hungarian-American automotive engineer best known for his key role in developing the Ford Model T, one of the most influential cars in history.
  • 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. Patrick E. Haggerty
    Patrick E. Haggerty was an American engineer and business executive who played a pivotal role in the early semiconductor industry and the growth of Texas Instruments into a major technology company.
  • E. Daniel P. Higgins
    Daniel P. Higgins was an architect associated with the design work on the Jefferson Memorial in Washington, D.C.
  • 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_69a493494ec48190ae6751683625a9ba completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5477bb48190a2032edc83a24720 completed March 1, 2026, 8:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69adeaad456481908cf9fb412bdf90f0 completed March 8, 2026, 9:31 p.m.
NEDg Description generation batch_69adee77b884819083b4c016f357cf62 completed March 8, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69adeee7a52881909b6994e1c9558fda completed March 8, 2026, 9:49 p.m.
Created at: March 1, 2026, 7:36 p.m.