Triple

T9636061
Position Surface form Disambiguated ID Type / Status
Subject Abington Township, Montgomery County, Pennsylvania E232935 entity
Predicate contains P35 FINISHED
Object Huntingdon Valley (part)
Huntingdon Valley (part) is a suburban residential community area located within Abington Township in Montgomery County, Pennsylvania.
E811543 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: Huntingdon Valley (part) | Statement: [Abington Township, Montgomery County, Pennsylvania, contains, Huntingdon Valley (part)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Huntingdon Valley (part)
Context triple: [Abington Township, Montgomery County, Pennsylvania, contains, Huntingdon Valley (part)]
  • A. Upper Perkiomen Valley
    Upper Perkiomen Valley is a rural-suburban region in southeastern Pennsylvania characterized by its rolling hills, small towns, and natural landscapes centered around Perkiomen Creek.
  • B. Rose Valley, Pennsylvania
    Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
  • C. East Norriton Township, Pennsylvania
    East Norriton Township, Pennsylvania is a suburban community in Montgomery County located near Norristown, characterized by residential neighborhoods, local parks, and small commercial centers.
  • D. Garnet Valley, Pennsylvania
    Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
  • E. Wynnewood
    Wynnewood is a suburban community in Pennsylvania’s Main Line area, known for its residential neighborhoods and commuter access to Philadelphia.
  • 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: Huntingdon Valley (part)
Triple: [Abington Township, Montgomery County, Pennsylvania, contains, Huntingdon Valley (part)]
Generated description
Huntingdon Valley (part) is a suburban residential community area located within Abington Township in Montgomery County, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Huntingdon Valley (part)
Target entity description: Huntingdon Valley (part) is a suburban residential community area located within Abington Township in Montgomery County, Pennsylvania.
  • A. Upper Perkiomen Valley
    Upper Perkiomen Valley is a rural-suburban region in southeastern Pennsylvania characterized by its rolling hills, small towns, and natural landscapes centered around Perkiomen Creek.
  • B. Rose Valley, Pennsylvania
    Rose Valley, Pennsylvania is a small, historic arts-and-crafts community in Delaware County known for its early 20th-century utopian arts colony and distinctive architecture.
  • C. East Norriton Township, Pennsylvania
    East Norriton Township, Pennsylvania is a suburban community in Montgomery County located near Norristown, characterized by residential neighborhoods, local parks, and small commercial centers.
  • D. Garnet Valley, Pennsylvania
    Garnet Valley, Pennsylvania is a suburban community in southeastern Pennsylvania known for its residential neighborhoods and well-regarded school district.
  • E. Wynnewood
    Wynnewood is a suburban community in Pennsylvania’s Main Line area, known for its residential neighborhoods and commuter access to Philadelphia.
  • 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_69ca848940cc8190b97cec654cb3bb4a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9b2ba0308190931993c0321f6051 completed April 1, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18237e2608190a3e7d45231a35efd completed April 4, 2026, 9:27 p.m.
NEDg Description generation batch_69d18333b5c4819090152a2da5e51e87 completed April 4, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69d183c8da2c8190a655c49994b94698 completed April 4, 2026, 9:34 p.m.
Created at: March 30, 2026, 8:11 p.m.