Triple

T8295765
Position Surface form Disambiguated ID Type / Status
Subject Beverly, Massachusetts E194211 entity
Predicate hasMayor P185 FINISHED
Object Michael P. Cahill
Michael P. Cahill is an American local politician who has served as the mayor of Beverly, Massachusetts.
 E775574 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: Michael P. Cahill | Statement: [Beverly, Massachusetts, hasMayor, Michael P. Cahill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael P. Cahill
Context triple: [Beverly, Massachusetts, hasMayor, Michael P. Cahill]
  • A. Michael H. Moloney
    Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
  • B. Michael O'Herlihy
    Michael O'Herlihy was an Irish-born television and film director known for his extensive work on American TV series and miniseries in the 1960s and 1970s.
  • C. Matthew J. Driscoll
    Matthew J. Driscoll is an American politician and public official from New York who has served as mayor of Syracuse and later held statewide leadership roles in transportation and infrastructure.
  • 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. Richard M. Mullane
    Richard M. Mullane is a former NASA astronaut and U.S. Air Force engineer and weapons systems officer who flew on three Space Shuttle missions in the 1980s.
  • 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: Michael P. Cahill
Triple: [Beverly, Massachusetts, hasMayor, Michael P. Cahill]
Generated description
Michael P. Cahill is an American local politician who has served as the mayor of Beverly, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael P. Cahill
Target entity description: Michael P. Cahill is an American local politician who has served as the mayor of Beverly, Massachusetts.
  • A. Michael H. Moloney
    Michael H. Moloney is a physics-focused science policy and leadership professional who serves as the chief executive officer of the American Institute of Physics.
  • B. Michael O'Herlihy
    Michael O'Herlihy was an Irish-born television and film director known for his extensive work on American TV series and miniseries in the 1960s and 1970s.
  • C. Matthew J. Driscoll
    Matthew J. Driscoll is an American politician and public official from New York who has served as mayor of Syracuse and later held statewide leadership roles in transportation and infrastructure.
  • 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. Richard M. Mullane
    Richard M. Mullane is a former NASA astronaut and U.S. Air Force engineer and weapons systems officer who flew on three Space Shuttle missions in the 1980s.
  • 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_69ca82e50ebc81909aa7b260c76bd757 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7df73d4c81909ad9cf0786eb5a20 completed March 31, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69cffd4c307881909996adedc959180f completed April 3, 2026, 5:47 p.m.
NEDg Description generation batch_69cfff51b8c0819093b2c348fd7819fe completed April 3, 2026, 5:56 p.m.
NED2 Entity disambiguation (via description) batch_69d0014b9c108190b4abe8c974677d31 completed April 3, 2026, 6:04 p.m.
Created at: March 30, 2026, 5:53 p.m.