Triple

T15612970
Position Surface form Disambiguated ID Type / Status
Subject Mildred Hayes E375343 entity
Predicate spouse P13 FINISHED
Object Charlie Hayes
Charlie Hayes is the husband of Mildred Hayes, the grieving mother at the center of the film "Three Billboards Outside Ebbing, Missouri."
E1167482 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: Charlie Hayes | Statement: [Mildred Hayes, spouse, Charlie Hayes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charlie Hayes
Context triple: [Mildred Hayes, spouse, Charlie Hayes]
  • A. Jimmy Hayes
    Jimmy Hayes was the deep-voiced bass singer of the a cappella group The Persuasions, known for their soulful, unaccompanied vocal harmonies.
  • B. Ben Crawford
    Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
  • C. Charlie Corwin
    Charlie Corwin is an American television and film producer and media executive known for developing and overseeing a wide range of unscripted and scripted entertainment projects.
  • D. Charlie Simms
    Charlie Simms is the conscientious and financially struggling prep-school student who serves as the moral center and primary protagonist alongside Al Pacino’s character in the film "Scent of a Woman."
  • E. Jack McFarland
    Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
  • 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: Charlie Hayes
Triple: [Mildred Hayes, spouse, Charlie Hayes]
Generated description
Charlie Hayes is the husband of Mildred Hayes, the grieving mother at the center of the film "Three Billboards Outside Ebbing, Missouri."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charlie Hayes
Target entity description: Charlie Hayes is the husband of Mildred Hayes, the grieving mother at the center of the film "Three Billboards Outside Ebbing, Missouri."
  • A. Jimmy Hayes
    Jimmy Hayes was the deep-voiced bass singer of the a cappella group The Persuasions, known for their soulful, unaccompanied vocal harmonies.
  • B. Ben Crawford
    Ben Crawford is the central protagonist of the first season of the American TV drama "Secrets and Lies," a suburban family man who becomes the prime suspect in a young boy’s murder.
  • C. Charlie Corwin
    Charlie Corwin is an American television and film producer and media executive known for developing and overseeing a wide range of unscripted and scripted entertainment projects.
  • D. Charlie Simms
    Charlie Simms is the conscientious and financially struggling prep-school student who serves as the moral center and primary protagonist alongside Al Pacino’s character in the film "Scent of a Woman."
  • E. Jack McFarland
    Jack McFarland is a flamboyant, aspiring actor and Will Truman’s exuberant best friend on the sitcom "Will & Grace," known for his over-the-top personality and comedic antics.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff5f3913908190acdd7da62b4f521d completed May 9, 2026, 4:22 p.m.
NEDg Description generation batch_69ff5ffaefb4819094468ff0008740f8 completed May 9, 2026, 4:25 p.m.
NED2 Entity disambiguation (via description) batch_69ff6062f0ac819081270f270ce2f057 completed May 9, 2026, 4:27 p.m.
Created at: April 10, 2026, 4:13 a.m.