Triple

T19876533
Position Surface form Disambiguated ID Type / Status
Subject Oscar Fraley E477651 entity
Predicate hasFamilyName P18 FINISHED
Object Fraley
Fraley is a surname most notably associated with Oscar Fraley, the American journalist and co-author of the bestselling book "The Untouchables."
 E1399840 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: Fraley | Statement: [Oscar Fraley, hasFamilyName, Fraley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fraley
Context triple: [Oscar Fraley, hasFamilyName, Fraley]
  • A. Fegley
    Fegley is a surname most notably associated with American actor Oakes Fegley.
  • B. Flavelle
    Flavelle is a surname most notably associated with Sir Joseph Flavelle, a prominent Canadian businessman and philanthropist of the early 20th century.
  • C. Farris
    Farris is a surname most notably associated with Christine King Farris, an American educator, author, and the elder sister of Martin Luther King Jr.
  • D. Flanigan
    Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
  • E. Fliehr
    Fliehr is the real-life surname of WWE superstar Charlotte Flair, linking her to the famous wrestling family of Ric Flair.
  • 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: Fraley
Triple: [Oscar Fraley, hasFamilyName, Fraley]
Generated description
Fraley is a surname most notably associated with Oscar Fraley, the American journalist and co-author of the bestselling book "The Untouchables."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fraley
Target entity description: Fraley is a surname most notably associated with Oscar Fraley, the American journalist and co-author of the bestselling book "The Untouchables."
  • A. Fegley
    Fegley is a surname most notably associated with American actor Oakes Fegley.
  • B. Flavelle
    Flavelle is a surname most notably associated with Sir Joseph Flavelle, a prominent Canadian businessman and philanthropist of the early 20th century.
  • C. Farris
    Farris is a surname most notably associated with Christine King Farris, an American educator, author, and the elder sister of Martin Luther King Jr.
  • D. Flanigan
    Flanigan is a surname variant of Flanagan, an Irish family name of Gaelic origin.
  • E. Fliehr
    Fliehr is the real-life surname of WWE superstar Charlotte Flair, linking her to the famous wrestling family of Ric Flair.
  • 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_69d8e51f32b08190b3687f4f60353250 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658dbdb648190b423865e7994a8fe completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc82f0881909556c54b8ce3533f completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dc854a0c8190b0da81ead6b9cfc1 completed May 16, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_6a07dd45e93c8190b14c23487398a8ec completed May 16, 2026, 2:58 a.m.
Created at: April 10, 2026, 1:52 p.m.