Triple

T12668878
Position Surface form Disambiguated ID Type / Status
Subject Jonathan Frakes E302625 entity
Predicate placeOfBirth P1 FINISHED
Object Bellefonte, Pennsylvania, United States
Bellefonte, Pennsylvania, United States is a historic borough in Centre County known for its Victorian architecture and role as a local governmental and cultural center.
E995372 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: Bellefonte, Pennsylvania, United States | Statement: [Jonathan Frakes, placeOfBirth, Bellefonte, Pennsylvania, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bellefonte, Pennsylvania, United States
Context triple: [Jonathan Frakes, placeOfBirth, Bellefonte, Pennsylvania, United States]
  • A. Beaver Falls, Pennsylvania, United States
    Beaver Falls, Pennsylvania, United States is a small industrial city in western Pennsylvania known for its steel-making history and as the hometown of Hall of Fame quarterback Joe Namath.
  • B. Allentown, Pennsylvania, United States
    Allentown, Pennsylvania, United States, is a major city in eastern Pennsylvania known for its industrial history, revitalized downtown, and role as a cultural and economic center of the Lehigh Valley.
  • C. Montgomery, Pennsylvania, United States
    Montgomery, Pennsylvania, United States, is a small borough in Lycoming County known as the birthplace of Hannah Simpson Grant, the mother of U.S. President Ulysses S. Grant.
  • D. Wynnewood, Pennsylvania, United States
    Wynnewood, Pennsylvania, United States is a suburban community along Philadelphia’s Main Line known for its affluent residential character and proximity to the city.
  • 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: Bellefonte, Pennsylvania, United States
Triple: [Jonathan Frakes, placeOfBirth, Bellefonte, Pennsylvania, United States]
Generated description
Bellefonte, Pennsylvania, United States is a historic borough in Centre County known for its Victorian architecture and role as a local governmental and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bellefonte, Pennsylvania, United States
Target entity description: Bellefonte, Pennsylvania, United States is a historic borough in Centre County known for its Victorian architecture and role as a local governmental and cultural center.
  • A. Beaver Falls, Pennsylvania, United States
    Beaver Falls, Pennsylvania, United States is a small industrial city in western Pennsylvania known for its steel-making history and as the hometown of Hall of Fame quarterback Joe Namath.
  • B. Allentown, Pennsylvania, United States
    Allentown, Pennsylvania, United States, is a major city in eastern Pennsylvania known for its industrial history, revitalized downtown, and role as a cultural and economic center of the Lehigh Valley.
  • C. Montgomery, Pennsylvania, United States
    Montgomery, Pennsylvania, United States, is a small borough in Lycoming County known as the birthplace of Hannah Simpson Grant, the mother of U.S. President Ulysses S. Grant.
  • D. Wynnewood, Pennsylvania, United States
    Wynnewood, Pennsylvania, United States is a suburban community along Philadelphia’s Main Line known for its affluent residential character and proximity to the city.
  • 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_69d7bded71a88190bb76e2413af9ea66 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96183a6048190b2ef219eb9d20aa4 completed April 10, 2026, 8:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6688e101481909bc3b9e13ed84632 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f6697e3a688190abd025df1112feba completed May 2, 2026, 9:15 p.m.
NED2 Entity disambiguation (via description) batch_69f66a9230608190bfe99290ca1679fa completed May 2, 2026, 9:20 p.m.
Created at: April 9, 2026, 5:20 p.m.