Triple
T16580471
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheat |
E402813
|
entity |
| Predicate | createdBy |
P806
|
FINISHED |
| Object |
Gaby Hull
Gaby Hull is a British television writer and creator known for developing the comedy-drama series "Cheat."
|
E1221525
|
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: Gaby Hull | Statement: [Cheat, createdBy, Gaby Hull]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gaby Hull Context triple: [Cheat, createdBy, Gaby Hull]
-
A.
Sabrina Zech
Sabrina Zech is a German local politician who serves as the mayor of the town of Salzwedel.
-
B.
Hayley McElhinney
Hayley McElhinney is an Australian actress known for her work in film, television, and theatre, including a notable role in the horror film "The Babadook."
-
C.
Abby Hammond
Abby Hammond is the rebellious and resourceful teenage daughter in the dark comedy-horror series "Santa Clarita Diet," known for navigating her parents' undead chaos with sharp wit and determination.
-
D.
Shelby Roos
Shelby Roos is an American political consultant and strategist best known for her work in Democratic politics and her past marriage to actor and comedian Tom Arnold.
-
E.
Alexandra Gibb
Alexandra Gibb is a television and film producer best known as the daughter of Bee Gees singer-songwriter Barry Gibb.
- 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: Gaby Hull Triple: [Cheat, createdBy, Gaby Hull]
Generated description
Gaby Hull is a British television writer and creator known for developing the comedy-drama series "Cheat."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gaby Hull Target entity description: Gaby Hull is a British television writer and creator known for developing the comedy-drama series "Cheat."
-
A.
Sabrina Zech
Sabrina Zech is a German local politician who serves as the mayor of the town of Salzwedel.
-
B.
Hayley McElhinney
Hayley McElhinney is an Australian actress known for her work in film, television, and theatre, including a notable role in the horror film "The Babadook."
-
C.
Abby Hammond
Abby Hammond is the rebellious and resourceful teenage daughter in the dark comedy-horror series "Santa Clarita Diet," known for navigating her parents' undead chaos with sharp wit and determination.
-
D.
Shelby Roos
Shelby Roos is an American political consultant and strategist best known for her work in Democratic politics and her past marriage to actor and comedian Tom Arnold.
-
E.
Alexandra Gibb
Alexandra Gibb is a television and film producer best known as the daughter of Bee Gees singer-songwriter Barry Gibb.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35960834c819080eed0c9f32b881d |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006ef0bc4c8190b06b03c06d344abf |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006ff5bdb88190be90d7446e24b61f |
completed | May 10, 2026, 11:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007088fd988190b3dfef081769d03e |
completed | May 10, 2026, 11:48 a.m. |
Created at: April 10, 2026, 5:16 a.m.