Triple

T312809
Position Surface form Disambiguated ID Type / Status
Subject Leonard Bernstein E7643 entity
Predicate placeOfBirth P1 FINISHED
Object Lawrence, Massachusetts, United States
Lawrence, Massachusetts, United States, is a historic industrial city in northeastern Massachusetts known for its 19th-century textile mills and diverse immigrant communities.
E94417 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: Lawrence, Massachusetts, United States | Statement: [Leonard Bernstein, placeOfBirth, Lawrence, Massachusetts, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lawrence, Massachusetts, United States
Context triple: [Leonard Bernstein, placeOfBirth, Lawrence, Massachusetts, United States]
  • A. Lynn, Massachusetts
    Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
  • B. Lenox, Massachusetts, United States
    Lenox, Massachusetts, United States, is a historic town in the Berkshires known as a Gilded Age resort and cultural center that attracted wealthy industrialists and artists.
  • C. Burlington, Massachusetts, United States
    Burlington, Massachusetts, United States, is a suburban town northwest of Boston known for its commercial centers, technology companies, and medical facilities.
  • D. Arlington, Massachusetts
    Arlington, Massachusetts is a suburban town just northwest of Boston known for its historic sites, residential neighborhoods, and proximity to other inner-ring suburbs like Belmont and Cambridge.
  • E. Newton, Massachusetts
    Newton, Massachusetts is a suburban city west of Boston known for its affluent residential neighborhoods, strong public schools, and village-style layout without a traditional downtown.
  • 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: Lawrence, Massachusetts, United States
Triple: [Leonard Bernstein, placeOfBirth, Lawrence, Massachusetts, United States]
Generated description
Lawrence, Massachusetts, United States, is a historic industrial city in northeastern Massachusetts known for its 19th-century textile mills and diverse immigrant communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lawrence, Massachusetts, United States
Target entity description: Lawrence, Massachusetts, United States, is a historic industrial city in northeastern Massachusetts known for its 19th-century textile mills and diverse immigrant communities.
  • A. Lynn, Massachusetts
    Lynn, Massachusetts is a historic coastal city just north of Boston known for its industrial past, diverse population, and oceanfront parks.
  • B. Lenox, Massachusetts, United States
    Lenox, Massachusetts, United States, is a historic town in the Berkshires known as a Gilded Age resort and cultural center that attracted wealthy industrialists and artists.
  • C. Burlington, Massachusetts, United States
    Burlington, Massachusetts, United States, is a suburban town northwest of Boston known for its commercial centers, technology companies, and medical facilities.
  • D. Arlington, Massachusetts
    Arlington, Massachusetts is a suburban town just northwest of Boston known for its historic sites, residential neighborhoods, and proximity to other inner-ring suburbs like Belmont and Cambridge.
  • E. Newton, Massachusetts
    Newton, Massachusetts is a suburban city west of Boston known for its affluent residential neighborhoods, strong public schools, and village-style layout without a traditional downtown.
  • 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_69a2e7e7af7881908890039d6be4e9b8 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ea4aa16881909b2c8404b85992df completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a67eec3dfc8190bacde41a21cbf219 completed March 3, 2026, 6:25 a.m.
NEDg Description generation batch_69a67f6615188190ad526ba0875209a9 completed March 3, 2026, 6:27 a.m.
NED2 Entity disambiguation (via description) batch_69a6808069e08190bc6df238c91d24c4 completed March 3, 2026, 6:32 a.m.
Created at: Feb. 28, 2026, 1:07 p.m.