Triple

T14204482
Position Surface form Disambiguated ID Type / Status
Subject Town of Bedford government E352048 entity
Predicate serviceArea P82 FINISHED
Object hamlet of Katonah, New York
The hamlet of Katonah, New York is a historic, commuter-friendly residential community in northern Westchester County known for its small-town charm, cultural institutions, and proximity to New York City.
 E1085564 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: hamlet of Katonah, New York | Statement: [Town of Bedford government, serviceArea, hamlet of Katonah, New York]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: hamlet of Katonah, New York
Context triple: [Town of Bedford government, serviceArea, hamlet of Katonah, New York]
  • A. hamlet of High Falls, New York
    The hamlet of High Falls, New York is a small rural community in Ulster County known for its historic canal-era buildings, waterfalls on the Rondout Creek, and arts-oriented local businesses.
  • B. hamlet of Edgewood, New York
    The hamlet of Edgewood, New York is a small rural community in the Catskill Mountains, situated within the Town of Hunter in Greene County.
  • C. Hamlet of Riverhead, New York
    The Hamlet of Riverhead, New York is the central, densely settled community and commercial hub within the Town of Riverhead on the eastern end of Long Island.
  • D. Hamlet of Mahopac, New York
    The Hamlet of Mahopac, New York is a residential and lakeside community within the town of Carmel known for its scenic Lake Mahopac and suburban character.
  • E. Hamlet of Hopewell Junction, New York
    The Hamlet of Hopewell Junction, New York, is a small community in Dutchess County known for its residential character and role as a local crossroads in the Hudson Valley region.
  • 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: hamlet of Katonah, New York
Triple: [Town of Bedford government, serviceArea, hamlet of Katonah, New York]
Generated description
The hamlet of Katonah, New York is a historic, commuter-friendly residential community in northern Westchester County known for its small-town charm, cultural institutions, and proximity to New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: hamlet of Katonah, New York
Target entity description: The hamlet of Katonah, New York is a historic, commuter-friendly residential community in northern Westchester County known for its small-town charm, cultural institutions, and proximity to New York City.
  • A. hamlet of High Falls, New York
    The hamlet of High Falls, New York is a small rural community in Ulster County known for its historic canal-era buildings, waterfalls on the Rondout Creek, and arts-oriented local businesses.
  • B. hamlet of Edgewood, New York
    The hamlet of Edgewood, New York is a small rural community in the Catskill Mountains, situated within the Town of Hunter in Greene County.
  • C. Hamlet of Riverhead, New York
    The Hamlet of Riverhead, New York is the central, densely settled community and commercial hub within the Town of Riverhead on the eastern end of Long Island.
  • D. Hamlet of Mahopac, New York
    The Hamlet of Mahopac, New York is a residential and lakeside community within the town of Carmel known for its scenic Lake Mahopac and suburban character.
  • E. Hamlet of Hopewell Junction, New York
    The Hamlet of Hopewell Junction, New York, is a small community in Dutchess County known for its residential character and role as a local crossroads in the Hudson Valley region.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61f6d4d481909128084e82e6a58a completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd1951421c81908959634e66857b61 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1ba3ab388190989f7ce32b7eb936 completed May 7, 2026, 11:09 p.m.
NED2 Entity disambiguation (via description) batch_69fd1dc50944819082834db63e6da093 completed May 7, 2026, 11:18 p.m.
Created at: April 10, 2026, 1:05 a.m.