Triple

T16198152
Position Surface form Disambiguated ID Type / Status
Subject Earl Hickey E393122 entity
Predicate hasSpouse P13 FINISHED
Object Billie Cunningham
Billie Cunningham is a recurring character on the television series "My Name Is Earl," known as Earl Hickey's impulsive and often troublesome ex-wife.
E1198596 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: Billie Cunningham | Statement: [Earl Hickey, hasSpouse, Billie Cunningham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Billie Cunningham
Context triple: [Earl Hickey, hasSpouse, Billie Cunningham]
  • A. June Mathis
    June Mathis was a pioneering American screenwriter and film executive of the silent era, best known for discovering Rudolph Valentino and shaping several major early Hollywood productions.
  • B. Cass Edmonds
    Cass Edmonds is a character in William Faulkner’s Yoknapatawpha County saga, notably appearing in the novel "Go Down, Moses" as a member of the complex McCaslin lineage.
  • C. Lottie Matthews
    Lottie Matthews is a central character in the TV series "Yellowjackets," known as a spiritually attuned, possibly supernaturally influenced survivor whose beliefs and leadership polarize the group.
  • D. Marion Robertson
    Marion Robertson was the wife of Canadian medical scientist and Nobel laureate Frederick Banting, known for her connection to his pioneering work on insulin.
  • E. Jackie Milburn
    Jackie Milburn was a legendary English centre-forward, best known as one of Newcastle United’s greatest ever goalscorers during the mid-20th century.
  • 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: Billie Cunningham
Triple: [Earl Hickey, hasSpouse, Billie Cunningham]
Generated description
Billie Cunningham is a recurring character on the television series "My Name Is Earl," known as Earl Hickey's impulsive and often troublesome ex-wife.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Billie Cunningham
Target entity description: Billie Cunningham is a recurring character on the television series "My Name Is Earl," known as Earl Hickey's impulsive and often troublesome ex-wife.
  • A. June Mathis
    June Mathis was a pioneering American screenwriter and film executive of the silent era, best known for discovering Rudolph Valentino and shaping several major early Hollywood productions.
  • B. Cass Edmonds
    Cass Edmonds is a character in William Faulkner’s Yoknapatawpha County saga, notably appearing in the novel "Go Down, Moses" as a member of the complex McCaslin lineage.
  • C. Lottie Matthews
    Lottie Matthews is a central character in the TV series "Yellowjackets," known as a spiritually attuned, possibly supernaturally influenced survivor whose beliefs and leadership polarize the group.
  • D. Marion Robertson
    Marion Robertson was the wife of Canadian medical scientist and Nobel laureate Frederick Banting, known for her connection to his pioneering work on insulin.
  • E. Jackie Milburn
    Jackie Milburn was a legendary English centre-forward, best known as one of Newcastle United’s greatest ever goalscorers during the mid-20th century.
  • 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_69d87f1e49ac8190a311b54d32990576 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e222dc6b1c8190a3d8a6451ed8b95a completed April 17, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffff1107908190afda091b53317d81 completed May 10, 2026, 3:44 a.m.
NEDg Description generation batch_6a00014d982881908dcb9a0abd75a1e2 completed May 10, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_6a00021e42ec8190af9869b7f8be3ce5 completed May 10, 2026, 3:57 a.m.
Created at: April 10, 2026, 5:03 a.m.