Triple

T13468765
Position Surface form Disambiguated ID Type / Status
Subject Middleborough, Massachusetts E311573 entity
Predicate hasHistoricSite P1098 FINISHED
Object Middleborough Town Hall
Middleborough Town Hall is a historic municipal building in Middleborough, Massachusetts, serving as a prominent center of local government and community events.
E1042708 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: Middleborough Town Hall | Statement: [Middleborough, Massachusetts, hasHistoricSite, Middleborough Town Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Middleborough Town Hall
Context triple: [Middleborough, Massachusetts, hasHistoricSite, Middleborough Town Hall]
  • A. Marlborough City Hall
    Marlborough City Hall is the historic municipal government building serving the city of Marlborough, Massachusetts.
  • B. Barnstable Town Hall
    Barnstable Town Hall is the central municipal building that houses the local government offices and administrative functions for the town of Barnstable, Massachusetts.
  • C. Marlborough Town Hall
    Marlborough Town Hall is a historic municipal building that serves as the civic and administrative center of the town of Marlborough.
  • D. Dedham Town Hall
    Dedham Town Hall is the historic municipal building that serves as the center of local government and civic activity in Dedham, Massachusetts.
  • E. Brockton City Hall
    Brockton City Hall is the main municipal government building and administrative center for the city of Brockton, Massachusetts.
  • 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: Middleborough Town Hall
Triple: [Middleborough, Massachusetts, hasHistoricSite, Middleborough Town Hall]
Generated description
Middleborough Town Hall is a historic municipal building in Middleborough, Massachusetts, serving as a prominent center of local government and community events.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Middleborough Town Hall
Target entity description: Middleborough Town Hall is a historic municipal building in Middleborough, Massachusetts, serving as a prominent center of local government and community events.
  • A. Marlborough City Hall
    Marlborough City Hall is the historic municipal government building serving the city of Marlborough, Massachusetts.
  • B. Barnstable Town Hall
    Barnstable Town Hall is the central municipal building that houses the local government offices and administrative functions for the town of Barnstable, Massachusetts.
  • C. Marlborough Town Hall
    Marlborough Town Hall is a historic municipal building that serves as the civic and administrative center of the town of Marlborough.
  • D. Dedham Town Hall
    Dedham Town Hall is the historic municipal building that serves as the center of local government and civic activity in Dedham, Massachusetts.
  • E. Brockton City Hall
    Brockton City Hall is the main municipal government building and administrative center for the city of Brockton, Massachusetts.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaf21e46081908a00c9acf54f270f completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f74629f1408190b54194fe794be39a completed May 3, 2026, 12:57 p.m.
NEDg Description generation batch_69f7493168a481908f99283914b39db5 completed May 3, 2026, 1:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7499aa5ac8190a93afda115694795 completed May 3, 2026, 1:11 p.m.
Created at: April 9, 2026, 9:42 p.m.