Triple

T6185705
Position Surface form Disambiguated ID Type / Status
Subject Taunton, Massachusetts E138050 entity
Predicate partOf P40 FINISHED
Object Greater Taunton area
The Greater Taunton area is a regional community and economic hub in southeastern Massachusetts centered around the city of Taunton and its surrounding towns.
 E572382 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 Taunton area | Statement: [Taunton, Massachusetts, partOf, Greater Taunton area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Greater Taunton area
Context triple: [Taunton, Massachusetts, partOf, Greater Taunton area]
  • A. Greater Brockton area
    The Greater Brockton area is a region in southeastern Massachusetts centered on the city of Brockton and its surrounding communities, served by shared local services and infrastructure.
  • B. Taunton Deane
    Taunton Deane is a UK parliamentary constituency in Somerset, England, centered on the town of Taunton and its surrounding rural areas.
  • C. Greater Newport region
    The Greater Newport region is a coastal area in Rhode Island centered on the historic city of Newport, known for its maritime heritage, Gilded Age mansions, and tourism-driven economy.
  • D. Greater Fall River area
    The Greater Fall River area is a region in southeastern Massachusetts centered on the city of Fall River and its surrounding communities, known historically for textile manufacturing and its location along Mount Hope Bay and the Taunton River.
  • E. Greater Portsmouth area
    The Greater Portsmouth area is a coastal New Hampshire region centered on the historic city of Portsmouth and its surrounding communities, known for its maritime heritage, tourism, and regional 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: Greater Taunton area
Triple: [Taunton, Massachusetts, partOf, Greater Taunton area]
Generated description
The Greater Taunton area is a regional community and economic hub in southeastern Massachusetts centered around the city of Taunton and its surrounding towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Greater Taunton area
Target entity description: The Greater Taunton area is a regional community and economic hub in southeastern Massachusetts centered around the city of Taunton and its surrounding towns.
  • A. Greater Brockton area
    The Greater Brockton area is a region in southeastern Massachusetts centered on the city of Brockton and its surrounding communities, served by shared local services and infrastructure.
  • B. Taunton Deane
    Taunton Deane is a UK parliamentary constituency in Somerset, England, centered on the town of Taunton and its surrounding rural areas.
  • C. Greater Newport region
    The Greater Newport region is a coastal area in Rhode Island centered on the historic city of Newport, known for its maritime heritage, Gilded Age mansions, and tourism-driven economy.
  • D. Greater Fall River area
    The Greater Fall River area is a region in southeastern Massachusetts centered on the city of Fall River and its surrounding communities, known historically for textile manufacturing and its location along Mount Hope Bay and the Taunton River.
  • E. Greater Portsmouth area
    The Greater Portsmouth area is a coastal New Hampshire region centered on the historic city of Portsmouth and its surrounding communities, known for its maritime heritage, tourism, and regional 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_69c008a8fd408190b7ec6e42934974a6 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062150fc48190877240abe6b6c636 completed March 22, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141ca916c8190bd1ca46f2b8c9c18 completed March 23, 2026, 1:36 p.m.
NEDg Description generation batch_69c1453b3db48190947260bd4431e8d7 completed March 23, 2026, 1:50 p.m.
NED2 Entity disambiguation (via description) batch_69c145c93c1c819096feefc952ba1301 completed March 23, 2026, 1:53 p.m.
Created at: March 22, 2026, 4:19 p.m.