Triple

T3155072
Position Surface form Disambiguated ID Type / Status
Subject Joseph Ruskin E65964 entity
Predicate placeOfBirth P1 FINISHED
Object Haverhill, Massachusetts, United States
Haverhill, Massachusetts, United States is a historic city in northeastern Massachusetts known for its former prominence in the shoe manufacturing industry and its location along the Merrimack River.
E331556 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: Haverhill, Massachusetts, United States | Statement: [Joseph Ruskin, placeOfBirth, Haverhill, Massachusetts, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haverhill, Massachusetts, United States
Context triple: [Joseph Ruskin, placeOfBirth, Haverhill, Massachusetts, United States]
  • A. Swampscott, Massachusetts, United States
    Swampscott, Massachusetts, United States is a coastal New England town north of Boston known for its historic seaside character and residential community.
  • B. Haverhill, Suffolk, England
    Haverhill, Suffolk, England is a market town in the county of Suffolk known for its rapid post-war expansion and proximity to the borders of Essex and Cambridgeshire.
  • C. Newburyport, Massachusetts, United States
    Newburyport, Massachusetts, United States is a historic coastal city and former shipbuilding center at the mouth of the Merrimack River in northeastern Massachusetts.
  • D. Holliston, Massachusetts
    Holliston, Massachusetts is a suburban New England town located southwest of Boston, known for its historic character and residential community within the Greater Boston area.
  • E. Woburn, Massachusetts
    Woburn, Massachusetts is a historic suburban city north of Boston known for its early colonial roots and later prominence in industry and commerce.
  • 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: Haverhill, Massachusetts, United States
Triple: [Joseph Ruskin, placeOfBirth, Haverhill, Massachusetts, United States]
Generated description
Haverhill, Massachusetts, United States is a historic city in northeastern Massachusetts known for its former prominence in the shoe manufacturing industry and its location along the Merrimack River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haverhill, Massachusetts, United States
Target entity description: Haverhill, Massachusetts, United States is a historic city in northeastern Massachusetts known for its former prominence in the shoe manufacturing industry and its location along the Merrimack River.
  • A. Swampscott, Massachusetts, United States
    Swampscott, Massachusetts, United States is a coastal New England town north of Boston known for its historic seaside character and residential community.
  • B. Haverhill, Suffolk, England
    Haverhill, Suffolk, England is a market town in the county of Suffolk known for its rapid post-war expansion and proximity to the borders of Essex and Cambridgeshire.
  • C. Newburyport, Massachusetts, United States
    Newburyport, Massachusetts, United States is a historic coastal city and former shipbuilding center at the mouth of the Merrimack River in northeastern Massachusetts.
  • D. Holliston, Massachusetts
    Holliston, Massachusetts is a suburban New England town located southwest of Boston, known for its historic character and residential community within the Greater Boston area.
  • E. Woburn, Massachusetts
    Woburn, Massachusetts is a historic suburban city north of Boston known for its early colonial roots and later prominence in industry and commerce.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e97548819084643586fff2e3cb completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.