Triple

T5020239
Position Surface form Disambiguated ID Type / Status
Subject New Kensington, Pennsylvania E112831 entity
Predicate adjacentTo P224 FINISHED
Object Arnold, Pennsylvania
Arnold, Pennsylvania is a small city in Westmoreland County that forms part of the industrial Alle-Kiski Valley region northeast of Pittsburgh.
E485784 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: Arnold, Pennsylvania | Statement: [New Kensington, Pennsylvania, adjacentTo, Arnold, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnold, Pennsylvania
Context triple: [New Kensington, Pennsylvania, adjacentTo, Arnold, Pennsylvania]
  • A. Youngwood, Pennsylvania
    Youngwood, Pennsylvania is a small borough in Westmoreland County known historically as a railroad town and situated in the Pittsburgh metropolitan area.
  • B. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • C. Parkside, Pennsylvania
    Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
  • D. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • E. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and 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: Arnold, Pennsylvania
Triple: [New Kensington, Pennsylvania, adjacentTo, Arnold, Pennsylvania]
Generated description
Arnold, Pennsylvania is a small city in Westmoreland County that forms part of the industrial Alle-Kiski Valley region northeast of Pittsburgh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnold, Pennsylvania
Target entity description: Arnold, Pennsylvania is a small city in Westmoreland County that forms part of the industrial Alle-Kiski Valley region northeast of Pittsburgh.
  • A. Youngwood, Pennsylvania
    Youngwood, Pennsylvania is a small borough in Westmoreland County known historically as a railroad town and situated in the Pittsburgh metropolitan area.
  • B. Brownsville, Pennsylvania
    Brownsville, Pennsylvania is a historic borough along the Monongahela River known for its early role in American westward expansion and riverboat commerce.
  • C. Parkside, Pennsylvania
    Parkside, Pennsylvania is a small residential borough located in Delaware County, just outside Philadelphia.
  • D. Brookhaven, Pennsylvania
    Brookhaven, Pennsylvania is a small suburban borough in southeastern Pennsylvania, located near Philadelphia in Delaware County.
  • E. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and 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_69bd4435c2f48190be593158cbfcf8a3 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd736399ac8190aa38efc4b4edc6a2 completed March 20, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69be927f4ad0819096826f6cb141c90b completed March 21, 2026, 12:43 p.m.
NEDg Description generation batch_69be92e7304081909747a34dff7f9e25 completed March 21, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69be935872a88190adec17789298e01a completed March 21, 2026, 12:47 p.m.
Created at: March 20, 2026, 1:36 p.m.