Triple

T13219319
Position Surface form Disambiguated ID Type / Status
Subject Upper Southampton Township, Bucks County, Pennsylvania E314706 entity
Predicate contains P35 FINISHED
Object Southampton (unincorporated community)
Southampton is an unincorporated community in Upper Southampton Township, Bucks County, Pennsylvania, functioning as a suburban residential area within the greater Philadelphia region.
 E1027797 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: Southampton (unincorporated community) | Statement: [Upper Southampton Township, Bucks County, Pennsylvania, contains, Southampton (unincorporated community)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southampton (unincorporated community)
Context triple: [Upper Southampton Township, Bucks County, Pennsylvania, contains, Southampton (unincorporated community)]
  • A. Village of Southampton
    The Village of Southampton is an affluent seaside community in the Hamptons on Long Island, known for its beaches, historic estates, and status as a popular summer destination for the wealthy.
  • B. Southampton (village), New York
    Southampton (village), New York is an affluent seaside community on eastern Long Island known for its historic charm, beaches, and role as a major part of the Hamptons resort area.
  • C. Southampton Parish
    Southampton Parish is one of Bermuda’s nine administrative parishes, located on the main island and known for its scenic south shore beaches and coastal landscapes.
  • D. Town of Southampton
    The Town of Southampton is a municipality in southeastern Suffolk County on Long Island, New York, known for its affluent Hamptons communities, beaches, and coastal resorts.
  • E. Southampton Village Historic District
    Southampton Village Historic District is a preserved area in Southampton, New York, known for its historic architecture, early American village character, and significance as one of the oldest English settlements in New York.
  • 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: Southampton (unincorporated community)
Triple: [Upper Southampton Township, Bucks County, Pennsylvania, contains, Southampton (unincorporated community)]
Generated description
Southampton is an unincorporated community in Upper Southampton Township, Bucks County, Pennsylvania, functioning as a suburban residential area within the greater Philadelphia region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southampton (unincorporated community)
Target entity description: Southampton is an unincorporated community in Upper Southampton Township, Bucks County, Pennsylvania, functioning as a suburban residential area within the greater Philadelphia region.
  • A. Village of Southampton
    The Village of Southampton is an affluent seaside community in the Hamptons on Long Island, known for its beaches, historic estates, and status as a popular summer destination for the wealthy.
  • B. Southampton (village), New York
    Southampton (village), New York is an affluent seaside community on eastern Long Island known for its historic charm, beaches, and role as a major part of the Hamptons resort area.
  • C. Southampton Parish
    Southampton Parish is one of Bermuda’s nine administrative parishes, located on the main island and known for its scenic south shore beaches and coastal landscapes.
  • D. Town of Southampton
    The Town of Southampton is a municipality in southeastern Suffolk County on Long Island, New York, known for its affluent Hamptons communities, beaches, and coastal resorts.
  • E. Southampton Village Historic District
    Southampton Village Historic District is a preserved area in Southampton, New York, known for its historic architecture, early American village character, and significance as one of the oldest English settlements in New York.
  • 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_69d806affc688190a25b6ccc588e9c72 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98cf392e08190949ee4d194566395 completed April 10, 2026, 11:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff2282fc8190bc5037ff62e594ff completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f7001924d48190af7d430cb258409a completed May 3, 2026, 7:58 a.m.
NED2 Entity disambiguation (via description) batch_69f700cfb43881909c903ec12b15065a completed May 3, 2026, 8:01 a.m.
Created at: April 9, 2026, 9:18 p.m.