Triple

T17835491
Position Surface form Disambiguated ID Type / Status
Subject Stoughton, Massachusetts E445371 entity
Predicate hasCulturalInstitution P105 FINISHED
Object Stoughton Historical Society
The Stoughton Historical Society is a local organization dedicated to preserving, documenting, and sharing the history and heritage of Stoughton, Massachusetts through archives, exhibits, and educational programs.
 E1291343 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: Stoughton Historical Society | Statement: [Stoughton, Massachusetts, hasCulturalInstitution, Stoughton Historical Society]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stoughton Historical Society
Context triple: [Stoughton, Massachusetts, hasCulturalInstitution, Stoughton Historical Society]
  • A. Peabody Historical Society
    The Peabody Historical Society is a local organization dedicated to preserving, interpreting, and sharing the history and heritage of Peabody, Massachusetts through collections, exhibits, and educational programs.
  • B. Campton Historical Society
    The Campton Historical Society is a local organization dedicated to preserving and sharing the history, artifacts, and heritage of Campton, New Hampshire.
  • C. Clinton Historical Society
    The Clinton Historical Society is a local organization dedicated to preserving and sharing the history and heritage of Clinton, Connecticut through archives, exhibits, and community programs.
  • D. Historical Society of Watertown
    The Historical Society of Watertown is a local organization dedicated to preserving and interpreting the history and heritage of Watertown, Massachusetts.
  • E. Barnstable Historical Society
    The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
  • 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: Stoughton Historical Society
Triple: [Stoughton, Massachusetts, hasCulturalInstitution, Stoughton Historical Society]
Generated description
The Stoughton Historical Society is a local organization dedicated to preserving, documenting, and sharing the history and heritage of Stoughton, Massachusetts through archives, exhibits, and educational programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stoughton Historical Society
Target entity description: The Stoughton Historical Society is a local organization dedicated to preserving, documenting, and sharing the history and heritage of Stoughton, Massachusetts through archives, exhibits, and educational programs.
  • A. Peabody Historical Society
    The Peabody Historical Society is a local organization dedicated to preserving, interpreting, and sharing the history and heritage of Peabody, Massachusetts through collections, exhibits, and educational programs.
  • B. Campton Historical Society
    The Campton Historical Society is a local organization dedicated to preserving and sharing the history, artifacts, and heritage of Campton, New Hampshire.
  • C. Clinton Historical Society
    The Clinton Historical Society is a local organization dedicated to preserving and sharing the history and heritage of Clinton, Connecticut through archives, exhibits, and community programs.
  • D. Historical Society of Watertown
    The Historical Society of Watertown is a local organization dedicated to preserving and interpreting the history and heritage of Watertown, Massachusetts.
  • E. Barnstable Historical Society
    The Barnstable Historical Society is a local organization dedicated to preserving and interpreting the history and heritage of Barnstable, Massachusetts through collections, exhibits, and educational programs.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d271e4481909664897cb789fe4a completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306fa32e481908ef71c18b6f37d59 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a030804acf081908b4f00aa4e45e842 completed May 12, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:16 a.m.