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.