Triple

T12569065
Position Surface form Disambiguated ID Type / Status
Subject Ethan Stiefel E295551 entity
Predicate placeOfBirth P1 FINISHED
Object Tyrone, Pennsylvania, United States
Tyrone, Pennsylvania, United States, is a small borough in Blair County known historically as a railroad and manufacturing town in central Pennsylvania.
E989583 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: Tyrone, Pennsylvania, United States | Statement: [Ethan Stiefel, placeOfBirth, Tyrone, Pennsylvania, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tyrone, Pennsylvania, United States
Context triple: [Ethan Stiefel, placeOfBirth, Tyrone, Pennsylvania, United States]
  • A. Derry, Pennsylvania, United States
    Derry, Pennsylvania, United States, is a small borough in Westmoreland County best known as the birthplace of pioneering genetic engineer Herbert Boyer.
  • B. Troy, Pennsylvania
    Troy, Pennsylvania is a small borough located in northern Pennsylvania that serves as a local community and commercial center within Bradford County.
  • C. St. Marys, Pennsylvania, United States
    St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
  • D. Uniontown, Pennsylvania, United States
    Uniontown, Pennsylvania, United States, is a small city in Fayette County best known as the birthplace of U.S. Army General and statesman George C. Marshall.
  • E. Wilkes-Barre, Pennsylvania, United States
    Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna 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: Tyrone, Pennsylvania, United States
Triple: [Ethan Stiefel, placeOfBirth, Tyrone, Pennsylvania, United States]
Generated description
Tyrone, Pennsylvania, United States, is a small borough in Blair County known historically as a railroad and manufacturing town in central Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tyrone, Pennsylvania, United States
Target entity description: Tyrone, Pennsylvania, United States, is a small borough in Blair County known historically as a railroad and manufacturing town in central Pennsylvania.
  • A. Derry, Pennsylvania, United States
    Derry, Pennsylvania, United States, is a small borough in Westmoreland County best known as the birthplace of pioneering genetic engineer Herbert Boyer.
  • B. Troy, Pennsylvania
    Troy, Pennsylvania is a small borough located in northern Pennsylvania that serves as a local community and commercial center within Bradford County.
  • C. St. Marys, Pennsylvania, United States
    St. Marys is a small city in north-central Pennsylvania known for its industrial roots, particularly in powdered metal manufacturing, and its location within the state’s forested Elk County region.
  • D. Uniontown, Pennsylvania, United States
    Uniontown, Pennsylvania, United States, is a small city in Fayette County best known as the birthplace of U.S. Army General and statesman George C. Marshall.
  • E. Wilkes-Barre, Pennsylvania, United States
    Wilkes-Barre is a small industrial city in northeastern Pennsylvania known historically for its coal mining heritage and location in the Wyoming Valley along the Susquehanna 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_69d6ad9cac2c81908e8a7bed82d1e21d completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d954a325948190994bcfc9d571a3a8 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6559336088190874123c06c86630e completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f656a86ff48190bd3debd30e11df80 completed May 2, 2026, 7:55 p.m.
NED2 Entity disambiguation (via description) batch_69f657b1b13c8190984300f24c0b2083 completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 11:50 p.m.