Triple

T5346692
Position Surface form Disambiguated ID Type / Status
Subject Massachusetts's 8th congressional district E124073 entity
Predicate currentRepresentative P537 FINISHED
Object Stephen F. Lynch
Stephen F. Lynch is a long-serving Democratic U.S. Representative from Massachusetts known for his working-class background and focus on labor and transportation issues.
E514832 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: Stephen F. Lynch | Statement: [Massachusetts's 8th congressional district, currentRepresentative, Stephen F. Lynch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen F. Lynch
Context triple: [Massachusetts's 8th congressional district, currentRepresentative, Stephen F. Lynch]
  • A. Brian Lynch
    Brian Lynch is a Grammy-winning American jazz trumpeter and composer known for his work in Latin jazz and collaborations with artists such as Art Blakey and Eddie Palmieri.
  • B. James A. Byrne
    James A. Byrne was a U.S. Congressman from Pennsylvania who served in the mid-20th century and was influential enough in public service to have a federal courthouse named in his honor.
  • C. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • D. Joseph J. O’Donnell
    Joseph J. O’Donnell is a Harvard alumnus and philanthropist known for his significant contributions to the university, particularly to its athletic facilities.
  • E. Michael J. Durkan
    Michael J. Durkan is an individual notable enough to be recognized as a bearer of the Durkan surname, though specific widely known public details about him are limited.
  • 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: Stephen F. Lynch
Triple: [Massachusetts's 8th congressional district, currentRepresentative, Stephen F. Lynch]
Generated description
Stephen F. Lynch is a long-serving Democratic U.S. Representative from Massachusetts known for his working-class background and focus on labor and transportation issues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen F. Lynch
Target entity description: Stephen F. Lynch is a long-serving Democratic U.S. Representative from Massachusetts known for his working-class background and focus on labor and transportation issues.
  • A. Brian Lynch
    Brian Lynch is a Grammy-winning American jazz trumpeter and composer known for his work in Latin jazz and collaborations with artists such as Art Blakey and Eddie Palmieri.
  • B. James A. Byrne
    James A. Byrne was a U.S. Congressman from Pennsylvania who served in the mid-20th century and was influential enough in public service to have a federal courthouse named in his honor.
  • C. James T. O'Donohoe
    James T. O'Donohoe was an American screenwriter active during the silent and early sound film era.
  • D. Joseph J. O’Donnell
    Joseph J. O’Donnell is a Harvard alumnus and philanthropist known for his significant contributions to the university, particularly to its athletic facilities.
  • E. Michael J. Durkan
    Michael J. Durkan is an individual notable enough to be recognized as a bearer of the Durkan surname, though specific widely known public details about him are limited.
  • 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_69bd464be27081908807b40b75c1bbae completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd85ede7c481908347d557aa4d19ad completed March 20, 2026, 5:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf291610b4819086e04f232e4eba7d completed March 21, 2026, 11:26 p.m.
NEDg Description generation batch_69bf2996154c81909bd5aca5cdc4e426 completed March 21, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69bf29f6a5b0819096e53ce3a7e14266 completed March 21, 2026, 11:29 p.m.
Created at: March 20, 2026, 2:01 p.m.