Triple

T17753555
Position Surface form Disambiguated ID Type / Status
Subject Waltham Multiple Resource Area E443171 entity
Predicate appliesWithinJurisdiction P4969 FINISHED
Object City of Waltham government
The City of Waltham government is the municipal authority responsible for administering local services, regulations, and planning for the city of Waltham, Massachusetts.
 E1284840 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 Waltham government | Statement: [Waltham Multiple Resource Area, appliesWithinJurisdiction, City of Waltham government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Waltham government
Context triple: [Waltham Multiple Resource Area, appliesWithinJurisdiction, City of Waltham government]
  • A. The Town of Wellesley
    The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
  • B. New Waltham Academy
    New Waltham Academy is a primary school serving young children in the village of New Waltham, England.
  • C. Waltham Multiple Resource Area
    Waltham Multiple Resource Area is a historic preservation designation encompassing a collection of significant architectural and cultural sites in Waltham, Massachusetts.
  • D. New Waltham
    New Waltham is a village and civil parish in North East Lincolnshire, England, situated near the coastal town of Cleethorpes.
  • E. White Waltham Parish Council
    White Waltham Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the civil parish of White Waltham, Berkshire, England.
  • 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 Waltham government
Triple: [Waltham Multiple Resource Area, appliesWithinJurisdiction, City of Waltham government]
Generated description
The City of Waltham government is the municipal authority responsible for administering local services, regulations, and planning for the city of Waltham, Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City of Waltham government
Target entity description: The City of Waltham government is the municipal authority responsible for administering local services, regulations, and planning for the city of Waltham, Massachusetts.
  • A. The Town of Wellesley
    The Town of Wellesley is an affluent suburban community west of Boston, Massachusetts, known for its high-quality public schools, attractive residential neighborhoods, and the presence of Wellesley College.
  • B. New Waltham Academy
    New Waltham Academy is a primary school serving young children in the village of New Waltham, England.
  • C. Waltham Multiple Resource Area
    Waltham Multiple Resource Area is a historic preservation designation encompassing a collection of significant architectural and cultural sites in Waltham, Massachusetts.
  • D. New Waltham
    New Waltham is a village and civil parish in North East Lincolnshire, England, situated near the coastal town of Cleethorpes.
  • E. White Waltham Parish Council
    White Waltham Parish Council is the local elected authority responsible for representing residents and managing community affairs and services in the civil parish of White Waltham, Berkshire, England.
  • 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_69d8b9edf16c8190a59ebd245d378f4f completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4841c0540819093a32d759775c61f completed April 19, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0243067e6c8190b94113eb4785faae completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a0244ca6b348190a1c68dc3bf873f1d completed May 11, 2026, 9:06 p.m.
NED2 Entity disambiguation (via description) batch_6a024530b5dc8190a4776863cc01babf completed May 11, 2026, 9:08 p.m.
Created at: April 10, 2026, 10:10 a.m.