Triple

T16142796
Position Surface form Disambiguated ID Type / Status
Subject Buchanan’s Birthplace State Park E391703 entity
Predicate locatedIn P40 FINISHED
Object St. Thomas Township, Pennsylvania
St. Thomas Township, Pennsylvania is a rural municipality in Franklin County known for its historic landscapes and as the location of Buchanan’s Birthplace State Park, commemorating President James Buchanan.
E1197263 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: St. Thomas Township, Pennsylvania | Statement: [Buchanan’s Birthplace State Park, locatedIn, St. Thomas Township, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: St. Thomas Township, Pennsylvania
Context triple: [Buchanan’s Birthplace State Park, locatedIn, St. Thomas Township, Pennsylvania]
  • A. Chartiers Township, Pennsylvania
    Chartiers Township, Pennsylvania is a suburban municipality in southwestern Pennsylvania known for its residential communities and proximity to the city of Washington.
  • B. Williams Township, Pennsylvania
    Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
  • C. Hampden Township, Pennsylvania
    Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
  • D. Harborcreek Township, Pennsylvania
    Harborcreek Township, Pennsylvania is a suburban township in northwestern Pennsylvania situated along Lake Erie just east of the city of Erie.
  • E. Wilkes-Barre Township, Pennsylvania
    Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming 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: St. Thomas Township, Pennsylvania
Triple: [Buchanan’s Birthplace State Park, locatedIn, St. Thomas Township, Pennsylvania]
Generated description
St. Thomas Township, Pennsylvania is a rural municipality in Franklin County known for its historic landscapes and as the location of Buchanan’s Birthplace State Park, commemorating President James Buchanan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: St. Thomas Township, Pennsylvania
Target entity description: St. Thomas Township, Pennsylvania is a rural municipality in Franklin County known for its historic landscapes and as the location of Buchanan’s Birthplace State Park, commemorating President James Buchanan.
  • A. Chartiers Township, Pennsylvania
    Chartiers Township, Pennsylvania is a suburban municipality in southwestern Pennsylvania known for its residential communities and proximity to the city of Washington.
  • B. Williams Township, Pennsylvania
    Williams Township, Pennsylvania is a primarily residential township in Northampton County in the Lehigh Valley region of eastern Pennsylvania, known for its rural character and proximity to the Delaware River.
  • C. Hampden Township, Pennsylvania
    Hampden Township, Pennsylvania is a suburban community in south-central Pennsylvania known for its residential neighborhoods, commercial development, and role as a major population center in Cumberland County.
  • D. Harborcreek Township, Pennsylvania
    Harborcreek Township, Pennsylvania is a suburban township in northwestern Pennsylvania situated along Lake Erie just east of the city of Erie.
  • E. Wilkes-Barre Township, Pennsylvania
    Wilkes-Barre Township, Pennsylvania is a small municipality in Luzerne County known for its major retail centers and entertainment venues in the Wyoming 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9082588190bc7e6ff491f0d94e completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a59c0481908eb346efaf10a0f6 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff8cc75b08190a5824dc35b751f93 completed May 10, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fff98b3d7c8190bb284321d17f58e2 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.