Triple
T5148386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Muriel's Wedding |
E116130
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Bill Heslop
Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
|
E522171
|
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: Bill Heslop | Statement: [Muriel's Wedding, character, Bill Heslop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bill Heslop Context triple: [Muriel's Wedding, character, Bill Heslop]
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
Richard Hiscott
Richard Hiscott is an editor known for his work on the television series "Willow."
-
C.
Jack Hildyard
Jack Hildyard was a British cinematographer renowned for his work on classic films, including the Academy Award-winning "The Bridge on the River Kwai."
-
D.
Anthony Hurd
Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
-
E.
Howard Mollison
Howard Mollison is a domineering, conservative parish council leader and delicatessen owner in J.K. Rowling’s novel "The Casual Vacancy," known for his snobbery and political scheming in the small town of Pagford.
- 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: Bill Heslop Triple: [Muriel's Wedding, character, Bill Heslop]
Generated description
Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bill Heslop Target entity description: Bill Heslop is a domineering, corrupt small-town Australian politician and the overbearing father of the protagonist in the film "Muriel's Wedding."
-
A.
Ben Durrant
Ben Durrant is a musician best known as a member of the indie supergroup Gayngs.
-
B.
Richard Hiscott
Richard Hiscott is an editor known for his work on the television series "Willow."
-
C.
Jack Hildyard
Jack Hildyard was a British cinematographer renowned for his work on classic films, including the Academy Award-winning "The Bridge on the River Kwai."
-
D.
Anthony Hurd
Anthony Hurd was a British Labour politician and agricultural expert who served as Member of Parliament and was later created a life peer.
-
E.
Howard Mollison
Howard Mollison is a domineering, conservative parish council leader and delicatessen owner in J.K. Rowling’s novel "The Casual Vacancy," known for his snobbery and political scheming in the small town of Pagford.
- 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd78b17028819080568715df8c13eb |
completed | March 20, 2026, 4:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf486d43488190b57e064b0272ece4 |
completed | March 22, 2026, 1:39 a.m. |
| NEDg | Description generation | batch_69bf495a97d081909a83c8da3a1ba98e |
completed | March 22, 2026, 1:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf49a3058c8190a4b9cc50a077e187 |
completed | March 22, 2026, 1:45 a.m. |
Created at: March 20, 2026, 1:43 p.m.