Triple

T8580666
Position Surface form Disambiguated ID Type / Status
Subject Margaret Fay Shaw E203166 entity
Predicate placeOfBirth P1 FINISHED
Object Glenshaw, Pennsylvania, United States
Glenshaw, Pennsylvania, United States is a suburban community near Pittsburgh known primarily as a residential area within Allegheny County.
E743405 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: Glenshaw, Pennsylvania, United States | Statement: [Margaret Fay Shaw, placeOfBirth, Glenshaw, Pennsylvania, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glenshaw, Pennsylvania, United States
Context triple: [Margaret Fay Shaw, placeOfBirth, Glenshaw, Pennsylvania, United States]
  • A. Swissvale, Pennsylvania
    Swissvale, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its historic neighborhoods and proximity to major urban amenities.
  • B. Allison Park, Pennsylvania
    Allison Park, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known as a residential area within the Pittsburgh metropolitan region.
  • C. Sewickley, Pennsylvania, United States
    Sewickley, Pennsylvania, United States is a small, affluent borough near Pittsburgh known for its historic charm and as a residential community for notable figures.
  • D. Aliquippa, Pennsylvania, United States
    Aliquippa, Pennsylvania, United States, is a small industrial city in Beaver County near Pittsburgh, historically known for its steel mills and as the hometown of several notable athletes.
  • E. North Braddock, Pennsylvania
    North Braddock, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a steel mill community and residential area adjacent to the Monongahela River.
  • 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: Glenshaw, Pennsylvania, United States
Triple: [Margaret Fay Shaw, placeOfBirth, Glenshaw, Pennsylvania, United States]
Generated description
Glenshaw, Pennsylvania, United States is a suburban community near Pittsburgh known primarily as a residential area within Allegheny County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glenshaw, Pennsylvania, United States
Target entity description: Glenshaw, Pennsylvania, United States is a suburban community near Pittsburgh known primarily as a residential area within Allegheny County.
  • A. Swissvale, Pennsylvania
    Swissvale, Pennsylvania is a residential borough in Allegheny County near Pittsburgh, known for its historic neighborhoods and proximity to major urban amenities.
  • B. Allison Park, Pennsylvania
    Allison Park, Pennsylvania is a suburban community in Allegheny County, north of Pittsburgh, known as a residential area within the Pittsburgh metropolitan region.
  • C. Sewickley, Pennsylvania, United States
    Sewickley, Pennsylvania, United States is a small, affluent borough near Pittsburgh known for its historic charm and as a residential community for notable figures.
  • D. Aliquippa, Pennsylvania, United States
    Aliquippa, Pennsylvania, United States, is a small industrial city in Beaver County near Pittsburgh, historically known for its steel mills and as the hometown of several notable athletes.
  • E. North Braddock, Pennsylvania
    North Braddock, Pennsylvania is a small borough in Allegheny County near Pittsburgh, historically known as a steel mill community and residential area adjacent to the Monongahela River.
  • 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_69ca8328ebe481909a8c038fa79959b4 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbeb1a026c819089183f542eeb7837 completed March 31, 2026, 3:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce89ae87f08190b83bc539e1d4eeaa completed April 2, 2026, 3:22 p.m.
NEDg Description generation batch_69ce8d6ce1788190bab10eb05d3ccd2e completed April 2, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69ce8e0ea1608190af74d0e49f149454 completed April 2, 2026, 3:41 p.m.
Created at: March 30, 2026, 6:22 p.m.