Triple

T4763696
Position Surface form Disambiguated ID Type / Status
Subject Walsh E105757 entity
Predicate hasNotableBearer P458 FINISHED
Object Marty Walsh
Marty Walsh is an American politician and labor leader who served as mayor of Boston and later as U.S. Secretary of Labor under President Joe Biden.
 E467703 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: Marty Walsh | Statement: [Walsh, hasNotableBearer, Marty Walsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marty Walsh
Context triple: [Walsh, hasNotableBearer, Marty Walsh]
  • A. Martin Walsh
    Martin Walsh is a British film editor known for his work on major films including "Bridget Jones’s Diary" and the Academy Award-winning "Chicago."
  • B. John Hynes
    John Hynes is an American professional ice hockey coach who serves as the head coach of the NHL’s Minnesota Wild and is known for his previous coaching stints with the New Jersey Devils and Nashville Predators.
  • C. Kwame Kilpatrick
    Kwame Kilpatrick is a former mayor of Detroit who became widely known for his corruption scandal, criminal convictions, and subsequent imprisonment.
  • D. Michael Nutter
    Michael Nutter is an American politician who served as the 98th mayor of Philadelphia from 2008 to 2016.
  • E. Ed Murray
    Ed Murray is an American politician who served as the 53rd mayor of Seattle and previously spent many years in the Washington State Legislature.
  • 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: Marty Walsh
Triple: [Walsh, hasNotableBearer, Marty Walsh]
Generated description
Marty Walsh is an American politician and labor leader who served as mayor of Boston and later as U.S. Secretary of Labor under President Joe Biden.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marty Walsh
Target entity description: Marty Walsh is an American politician and labor leader who served as mayor of Boston and later as U.S. Secretary of Labor under President Joe Biden.
  • A. Martin Walsh
    Martin Walsh is a British film editor known for his work on major films including "Bridget Jones’s Diary" and the Academy Award-winning "Chicago."
  • B. John Hynes
    John Hynes is an American professional ice hockey coach who serves as the head coach of the NHL’s Minnesota Wild and is known for his previous coaching stints with the New Jersey Devils and Nashville Predators.
  • C. Kwame Kilpatrick
    Kwame Kilpatrick is a former mayor of Detroit who became widely known for his corruption scandal, criminal convictions, and subsequent imprisonment.
  • D. Michael Nutter
    Michael Nutter is an American politician who served as the 98th mayor of Philadelphia from 2008 to 2016.
  • E. Ed Murray
    Ed Murray is an American politician who served as the 53rd mayor of Seattle and previously spent many years in the Washington State Legislature.
  • 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_69bd43f14cac819081c7c69803648211 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6530f0648190b76db9964471cfeb completed March 20, 2026, 3:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be3a87741081909380c51ba4efed92 completed March 21, 2026, 6:28 a.m.
NEDg Description generation batch_69be3d444b888190b2df7433502604ff completed March 21, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69be3dd31c648190bfdac15fb85cfec9 completed March 21, 2026, 6:42 a.m.
Created at: March 20, 2026, 1:20 p.m.