Triple

T17615730
Position Surface form Disambiguated ID Type / Status
Subject Millwood, New York E429076 entity
Predicate hasEmergencyService P464 FINISHED
Object Millwood Fire Company
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
 E1277905 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: Millwood Fire Company | Statement: [Millwood, New York, hasEmergencyService, Millwood Fire Company]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Millwood Fire Company
Context triple: [Millwood, New York, hasEmergencyService, Millwood Fire Company]
  • A. Pennington Fire Company
    Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • E. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • 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: Millwood Fire Company
Triple: [Millwood, New York, hasEmergencyService, Millwood Fire Company]
Generated description
Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Millwood Fire Company
Target entity description: Millwood Fire Company is a volunteer fire and emergency services organization serving the community of Millwood, New York.
  • A. Pennington Fire Company
    Pennington Fire Company is a local volunteer fire and emergency services organization that provides fire protection and rescue support to the community of Pennington, New Jersey.
  • B. Marlboro Fire Department
    The Marlboro Fire Department is the municipal fire and emergency response agency serving Marlboro Township, New Jersey.
  • C. Union Fire Company
    Union Fire Company was one of the earliest volunteer firefighting organizations in colonial America, established in Philadelphia in the 18th century.
  • D. Elsmere Fire Company
    Elsmere Fire Company is a local fire and emergency services organization serving the community of Elsmere, Delaware.
  • E. Mine Hill Fire Department
    The Mine Hill Fire Department is the local fire and emergency response agency serving the community of Mine Hill Township, New Jersey.
  • 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_69d889e1c6148190ba76241e74688f8b completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e46d32991c81909801161b0a416c94 completed April 19, 2026, 5:50 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01e82849748190a6ce3a1f7a7fc77b completed May 11, 2026, 2:31 p.m.
NEDg Description generation batch_6a01ecfb2ff4819082f67ab1f2ce8885 completed May 11, 2026, 2:51 p.m.
NED2 Entity disambiguation (via description) batch_6a01ee0c03e881908aaaa3bd0f596387 completed May 11, 2026, 2:56 p.m.
Created at: April 10, 2026, 5:51 a.m.