Triple

T20995351
Position Surface form Disambiguated ID Type / Status
Subject Flesh and Bone E517133 entity
Predicate starring P1507 FINISHED
Object Julia McNeal
Julia McNeal is an American actress known for her role in the film "Flesh and Bone" and various other film and television appearances.
E1464124 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: Julia McNeal | Statement: [Flesh and Bone, starring, Julia McNeal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Julia McNeal
Context triple: [Flesh and Bone, starring, Julia McNeal]
  • A. Julia O'Brien
    Julia O'Brien is known as the sister of American actor Dylan O'Brien.
  • B. Julia Sullivan
    Julia Sullivan is a central character in the stage musical "The Wedding Singer," known for her romantic storyline with Robbie Hart.
  • C. Julia McCullough
    Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
  • D. Julia Callaghan
    Julia Callaghan is known primarily as the daughter of former UK Prime Minister James (Jim) Callaghan.
  • E. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • 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: Julia McNeal
Triple: [Flesh and Bone, starring, Julia McNeal]
Generated description
Julia McNeal is an American actress known for her role in the film "Flesh and Bone" and various other film and television appearances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Julia McNeal
Target entity description: Julia McNeal is an American actress known for her role in the film "Flesh and Bone" and various other film and television appearances.
  • A. Julia O'Brien
    Julia O'Brien is known as the sister of American actor Dylan O'Brien.
  • B. Julia Sullivan
    Julia Sullivan is a central character in the stage musical "The Wedding Singer," known for her romantic storyline with Robbie Hart.
  • C. Julia McCullough
    Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
  • D. Julia Callaghan
    Julia Callaghan is known primarily as the daughter of former UK Prime Minister James (Jim) Callaghan.
  • E. Julia Maddon
    Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
  • 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_69e0b5006e2881909fc2383f841740cc completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc1fd5d48190a56981cee95ebd69 completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a094738a00081909ba4f1abfcf700aa completed May 17, 2026, 4:42 a.m.
NEDg Description generation batch_6a094b091dac8190afafd7af57af719d completed May 17, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a094b65c1cc8190a0b3c764cb05f9f8 completed May 17, 2026, 5 a.m.
Created at: April 16, 2026, 1:50 p.m.