Triple

T4224355
Position Surface form Disambiguated ID Type / Status
Subject Lawrence, Massachusetts E94417 entity
Predicate partOf P40 FINISHED
Object Greater Lawrence area
The Greater Lawrence area is a regional community in northeastern Massachusetts centered on the city of Lawrence and its surrounding municipalities, often linked by shared economic, cultural, and social ties.
E422903 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: Greater Lawrence area | Statement: [Lawrence, Massachusetts, partOf, Greater Lawrence area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Greater Lawrence area
Context triple: [Lawrence, Massachusetts, partOf, Greater Lawrence area]
  • A. Albany–Lebanon metropolitan area
    The Albany–Lebanon metropolitan area is a small metropolitan region in western Oregon centered on the cities of Albany and Lebanon and their surrounding communities.
  • B. Lawrence metropolitan area
    The Lawrence metropolitan area is a small urban region in Kansas centered on the city of Lawrence, known for the University of Kansas and its vibrant college-town culture.
  • C. Upper Valley
    The Upper Valley is a bi-state region along the Connecticut River in New Hampshire and Vermont, known for its college-town communities, rural landscapes, and cultural and economic hub centered around Dartmouth College and Dartmouth-Hitchcock Medical Center.
  • D. Ithaca metropolitan area
    The Ithaca metropolitan area is a small metropolitan region in central New York State centered on the city of Ithaca and home to institutions like Cornell University and Ithaca College.
  • E. Utica–Rome metropolitan area
    The Utica–Rome metropolitan area is a region in central New York State centered around the cities of Utica and Rome, known for its industrial history and role as a regional economic and cultural hub.
  • 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: Greater Lawrence area
Triple: [Lawrence, Massachusetts, partOf, Greater Lawrence area]
Generated description
The Greater Lawrence area is a regional community in northeastern Massachusetts centered on the city of Lawrence and its surrounding municipalities, often linked by shared economic, cultural, and social ties.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Greater Lawrence area
Target entity description: The Greater Lawrence area is a regional community in northeastern Massachusetts centered on the city of Lawrence and its surrounding municipalities, often linked by shared economic, cultural, and social ties.
  • A. Albany–Lebanon metropolitan area
    The Albany–Lebanon metropolitan area is a small metropolitan region in western Oregon centered on the cities of Albany and Lebanon and their surrounding communities.
  • B. Lawrence metropolitan area
    The Lawrence metropolitan area is a small urban region in Kansas centered on the city of Lawrence, known for the University of Kansas and its vibrant college-town culture.
  • C. Upper Valley
    The Upper Valley is a bi-state region along the Connecticut River in New Hampshire and Vermont, known for its college-town communities, rural landscapes, and cultural and economic hub centered around Dartmouth College and Dartmouth-Hitchcock Medical Center.
  • D. Ithaca metropolitan area
    The Ithaca metropolitan area is a small metropolitan region in central New York State centered on the city of Ithaca and home to institutions like Cornell University and Ithaca College.
  • E. Utica–Rome metropolitan area
    The Utica–Rome metropolitan area is a region in central New York State centered around the cities of Utica and Rome, known for its industrial history and role as a regional economic and cultural hub.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e4bf6088190926b982039a12079 completed March 12, 2026, 11:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5964532e08190bb1dc56f734e6ebb completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59a0e97d481908dfbab773468f3d5 completed March 14, 2026, 5:25 p.m.
NED2 Entity disambiguation (via description) batch_69b59e23353c819080b56841d7f32cae completed March 14, 2026, 5:42 p.m.
Created at: March 12, 2026, 11:04 p.m.