Triple

T16603312
Position Surface form Disambiguated ID Type / Status
Subject Hingham, Massachusetts E403385 entity
Predicate hasLandmark P105 FINISHED
Object Hingham Town Hall
Hingham Town Hall is the municipal government building serving the town of Hingham, Massachusetts.
 E1223263 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: Hingham Town Hall | Statement: [Hingham, Massachusetts, hasLandmark, Hingham Town Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hingham Town Hall
Context triple: [Hingham, Massachusetts, hasLandmark, Hingham Town Hall]
  • A. Holliston Town Hall
    Holliston Town Hall is a historic municipal building in Holliston, Massachusetts, serving as a central site for local government and community events.
  • 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. Danvers Town Hall
    Danvers Town Hall is the historic municipal building that serves as the center of local government and civic administration for the town of Danvers, Massachusetts.
  • D. Swampscott Town Hall
    Swampscott Town Hall is the historic municipal building that serves as the center of local government and civic administration for the town of Swampscott, Massachusetts.
  • E. Wilbraham Town Hall
    Wilbraham Town Hall is the historic municipal building that serves as the center of local government and civic activities in Wilbraham, 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: Hingham Town Hall
Triple: [Hingham, Massachusetts, hasLandmark, Hingham Town Hall]
Generated description
Hingham Town Hall is the municipal government building serving the town of Hingham, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hingham Town Hall
Target entity description: Hingham Town Hall is the municipal government building serving the town of Hingham, Massachusetts.
  • A. Holliston Town Hall
    Holliston Town Hall is a historic municipal building in Holliston, Massachusetts, serving as a central site for local government and community events.
  • 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. Danvers Town Hall
    Danvers Town Hall is the historic municipal building that serves as the center of local government and civic administration for the town of Danvers, Massachusetts.
  • D. Swampscott Town Hall
    Swampscott Town Hall is the historic municipal building that serves as the center of local government and civic administration for the town of Swampscott, Massachusetts.
  • E. Wilbraham Town Hall
    Wilbraham Town Hall is the historic municipal building that serves as the center of local government and civic activities in Wilbraham, 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d77d97c8190a63330897e49a9c9 completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0075a67abc8190b0f29a9e4589befb completed May 10, 2026, 12:10 p.m.
NEDg Description generation batch_6a0079dd3630819095fcf8044d9335cc completed May 10, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_6a007aa7180c8190b79db43e5cac19d3 completed May 10, 2026, 12:31 p.m.
Created at: April 10, 2026, 5:17 a.m.