Triple
T10396359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hustle |
E245031
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Ash Morgan
Ash Morgan is a central con artist character in the British television drama series "Hustle," known for his technical expertise and role in executing elaborate scams.
|
E861598
|
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: Ash Morgan | Statement: [Hustle, mainCharacter, Ash Morgan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ash Morgan Context triple: [Hustle, mainCharacter, Ash Morgan]
-
A.
Morgan Mason
Morgan Mason is a British-born film producer and former political operative known for his work in the entertainment industry and his involvement in U.S. Republican politics.
-
B.
Morgan Jones
Morgan Jones is a central survivor and moral compass figure in the post-apocalyptic TV series Fear the Walking Dead, known for his complex journey from trauma and isolation to leadership and hope.
-
C.
Morgan Hart
Morgan Hart is an American actress best known for her work in television and for being married to actor Don Most.
-
D.
Morgan Eastwood
Morgan Eastwood is an American actress and television personality, known as one of Clint Eastwood’s younger daughters who appeared on the reality series "Mrs. Eastwood & Company."
-
E.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
- 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: Ash Morgan Triple: [Hustle, mainCharacter, Ash Morgan]
Generated description
Ash Morgan is a central con artist character in the British television drama series "Hustle," known for his technical expertise and role in executing elaborate scams.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ash Morgan Target entity description: Ash Morgan is a central con artist character in the British television drama series "Hustle," known for his technical expertise and role in executing elaborate scams.
-
A.
Morgan Mason
Morgan Mason is a British-born film producer and former political operative known for his work in the entertainment industry and his involvement in U.S. Republican politics.
-
B.
Morgan Jones
Morgan Jones is a central survivor and moral compass figure in the post-apocalyptic TV series Fear the Walking Dead, known for his complex journey from trauma and isolation to leadership and hope.
-
C.
Morgan Hart
Morgan Hart is an American actress best known for her work in television and for being married to actor Don Most.
-
D.
Morgan Eastwood
Morgan Eastwood is an American actress and television personality, known as one of Clint Eastwood’s younger daughters who appeared on the reality series "Mrs. Eastwood & Company."
-
E.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
- 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_69d381b5116081908d85227bab6d3c0c |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9cf79348190975d6c1791e3b621 |
completed | April 7, 2026, 11:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7fbbad25081908712601404734988 |
completed | April 9, 2026, 7:19 p.m. |
| NEDg | Description generation | batch_69d822d303888190aa556287b3b1cc03 |
completed | April 9, 2026, 10:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d859cc1aac8190ab232bb4e4e4fac1 |
completed | April 10, 2026, 2 a.m. |
Created at: April 6, 2026, 12:06 p.m.