Triple

T12344019
Position Surface form Disambiguated ID Type / Status
Subject John Joseph Moakley E294301 entity
Predicate familyName P18 FINISHED
Object Moakley
Moakley is a surname most prominently associated with John Joseph Moakley, a long-serving U.S. Congressman from Massachusetts.
E977970 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: Moakley | Statement: [John Joseph Moakley, familyName, Moakley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moakley
Context triple: [John Joseph Moakley, familyName, Moakley]
  • A. Martha Coakley
    Martha Coakley is an American lawyer and politician who served as Attorney General of Massachusetts and was the Democratic nominee in the state's 2010 U.S. Senate and 2014 gubernatorial races.
  • B. Rosenworcel
    Rosenworcel is the surname of Jessica Rosenworcel, an American lawyer and public official who serves as Chairwoman of the U.S. Federal Communications Commission (FCC).
  • C. Leahy
    Leahy is a surname of Irish origin borne by various notable individuals in fields such as politics, music, and public service.
  • D. Stringer Lawrence
    Stringer Lawrence was an 18th-century British Army officer often regarded as the "Father of the Indian Army" for his pivotal role in establishing British military power in South India.
  • E. John Mullen
    John Mullen is a relatively common personal name shared by multiple individuals across fields such as business, sports, and academia, rather than referring to one singular widely recognized figure.
  • 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: Moakley
Triple: [John Joseph Moakley, familyName, Moakley]
Generated description
Moakley is a surname most prominently associated with John Joseph Moakley, a long-serving U.S. Congressman from Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moakley
Target entity description: Moakley is a surname most prominently associated with John Joseph Moakley, a long-serving U.S. Congressman from Massachusetts.
  • A. Martha Coakley
    Martha Coakley is an American lawyer and politician who served as Attorney General of Massachusetts and was the Democratic nominee in the state's 2010 U.S. Senate and 2014 gubernatorial races.
  • B. Rosenworcel
    Rosenworcel is the surname of Jessica Rosenworcel, an American lawyer and public official who serves as Chairwoman of the U.S. Federal Communications Commission (FCC).
  • C. Leahy
    Leahy is a surname of Irish origin borne by various notable individuals in fields such as politics, music, and public service.
  • D. Stringer Lawrence
    Stringer Lawrence was an 18th-century British Army officer often regarded as the "Father of the Indian Army" for his pivotal role in establishing British military power in South India.
  • E. John Mullen
    John Mullen is a relatively common personal name shared by multiple individuals across fields such as business, sports, and academia, rather than referring to one singular widely recognized figure.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f78a970819086beec3e4da8c49e completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aac9edc8190ab1740d23af1b250 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.