Triple

T9613907
Position Surface form Disambiguated ID Type / Status
Subject Downtown Bedford Historic District E232169 entity
Predicate governingBody P46 FINISHED
Object City of Bedford
The City of Bedford is a municipal government in the United States responsible for administering local services, regulations, and preservation efforts, including oversight of the Downtown Bedford Historic District.
E811065 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: City of Bedford | Statement: [Downtown Bedford Historic District, governingBody, City of Bedford]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Bedford
Context triple: [Downtown Bedford Historic District, governingBody, City of Bedford]
  • A. Town of Bedford
    The Town of Bedford is a Massachusetts municipality in Middlesex County known for its historic character and role as a terminus of the Minuteman Bikeway.
  • B. Town of Bedford
    The Town of Bedford was a former suburban community in Nova Scotia, Canada, that later became part of the Halifax Regional Municipality.
  • C. Bedford
    Bedford is a historic market town and the county town of Bedfordshire in eastern England, situated on the River Great Ouse.
  • D. Bedford
    Bedford is a small suburban city located in northeastern Ohio within the Greater Cleveland metropolitan area.
  • E. Bedford
    Bedford is a suburban community within the Halifax Regional Municipality in Nova Scotia, Canada, known for its residential areas and waterfront along the Bedford Basin.
  • 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: City of Bedford
Triple: [Downtown Bedford Historic District, governingBody, City of Bedford]
Generated description
The City of Bedford is a municipal government in the United States responsible for administering local services, regulations, and preservation efforts, including oversight of the Downtown Bedford Historic District.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Bedford
Target entity description: The City of Bedford is a municipal government in the United States responsible for administering local services, regulations, and preservation efforts, including oversight of the Downtown Bedford Historic District.
  • A. Town of Bedford
    The Town of Bedford is a Massachusetts municipality in Middlesex County known for its historic character and role as a terminus of the Minuteman Bikeway.
  • B. Town of Bedford
    The Town of Bedford was a former suburban community in Nova Scotia, Canada, that later became part of the Halifax Regional Municipality.
  • C. Bedford
    Bedford is a historic market town and the county town of Bedfordshire in eastern England, situated on the River Great Ouse.
  • D. Bedford
    Bedford is a suburban community within the Halifax Regional Municipality in Nova Scotia, Canada, known for its residential areas and waterfront along the Bedford Basin.
  • E. Bedford
    Bedford is a small suburban city located in northeastern Ohio within the Greater Cleveland metropolitan area.
  • 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_69ca8485a90c819094fe40b42fde9d70 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9aaaa47881908d69381d4d11f49b completed April 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69d17958287081908e337bdbe9ea366f completed April 4, 2026, 8:49 p.m.
NEDg Description generation batch_69d17d9d69908190879b160968e41745 completed April 4, 2026, 9:07 p.m.
NED2 Entity disambiguation (via description) batch_69d17e4c9e40819081367d2365bf5dd2 completed April 4, 2026, 9:10 p.m.
Created at: March 30, 2026, 8:09 p.m.