Triple

T8405478
Position Surface form Disambiguated ID Type / Status
Subject Hingham Harbor E198485 entity
Predicate governedBy P46 FINISHED
Object Town of Hingham government
The Town of Hingham government is the municipal authority responsible for local administration, public services, and regulatory oversight in Hingham, Massachusetts.
 E732600 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: Town of Hingham government | Statement: [Hingham Harbor, governedBy, Town of Hingham government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Town of Hingham government
Context triple: [Hingham Harbor, governedBy, Town of Hingham government]
  • A. Town of Harwich government
    The Town of Harwich government is the municipal authority responsible for administering local services, regulations, and policies for the town of Harwich, Massachusetts.
  • B. Town of Dedham government
    The Town of Dedham government is the municipal authority responsible for local administration, public services, and policymaking in Dedham, Massachusetts.
  • C. Town of Plymouth government
    The Town of Plymouth government is the municipal authority responsible for administering local services, regulations, and historic preservation in Plymouth, Massachusetts.
  • D. Kingham Parish Council
    Kingham Parish Council is the local elected authority responsible for representing residents and managing community affairs and amenities in the village of Kingham, England.
  • E. Town of East Hampton government
    The Town of East Hampton government is the municipal authority responsible for local administration, services, and regulations in the Town of East Hampton, New York, including the hamlet of Springs.
  • 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: Town of Hingham government
Triple: [Hingham Harbor, governedBy, Town of Hingham government]
Generated description
The Town of Hingham government is the municipal authority responsible for local administration, public services, and regulatory oversight in Hingham, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Town of Hingham government
Target entity description: The Town of Hingham government is the municipal authority responsible for local administration, public services, and regulatory oversight in Hingham, Massachusetts.
  • A. Town of Harwich government
    The Town of Harwich government is the municipal authority responsible for administering local services, regulations, and policies for the town of Harwich, Massachusetts.
  • B. Town of Dedham government
    The Town of Dedham government is the municipal authority responsible for local administration, public services, and policymaking in Dedham, Massachusetts.
  • C. Town of Plymouth government
    The Town of Plymouth government is the municipal authority responsible for administering local services, regulations, and historic preservation in Plymouth, Massachusetts.
  • D. Kingham Parish Council
    Kingham Parish Council is the local elected authority responsible for representing residents and managing community affairs and amenities in the village of Kingham, England.
  • E. Town of East Hampton government
    The Town of East Hampton government is the municipal authority responsible for local administration, services, and regulations in the Town of East Hampton, New York, including the hamlet of Springs.
  • 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_69ca8310df9c8190b25f16161cca3e41 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb8312941c8190af0b2def0a4e02be completed March 31, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce02f8596c8190a61b6f1ffd5a609c completed April 2, 2026, 5:47 a.m.
NEDg Description generation batch_69ce077f25648190b9a95fb72f5b4f8c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce08e192088190ad8170b1bedd568d completed April 2, 2026, 6:12 a.m.
Created at: March 30, 2026, 6:05 p.m.