Triple
T20891674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Last Sharknado: It’s About Time |
E514421
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Gil Shepard
Gil Shepard is the time-traveling shark-fighting hero portrayed by Ian Ziering in the Sharknado film series, culminating in The Last Sharknado: It’s About Time.
|
E1456028
|
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: Gil Shepard | Statement: [The Last Sharknado: It’s About Time, mainCharacter, Gil Shepard]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gil Shepard Context triple: [The Last Sharknado: It’s About Time, mainCharacter, Gil Shepard]
-
A.
Russell Hoban
Russell Hoban was an American-born writer best known for his imaginative children's books like the Frances series and his cult post-apocalyptic novel "Riddley Walker."
-
B.
Steven Millhauser
Steven Millhauser is an American author known for his richly imaginative, often fantastical fiction that explores illusion, obsession, and the boundaries between reality and art.
-
C.
James Sallis
James Sallis is an American crime and science fiction writer best known for his neo-noir novel "Drive," which was adapted into the 2011 film of the same name.
-
D.
John Shirley
John Shirley is a film editor best known for his work on major motion pictures, including the superhero sequel "Superman IV: The Quest for Peace."
-
E.
Philip José Farmer
Philip José Farmer was an American science fiction and fantasy author known for his imaginative world-building, boundary-pushing themes, and influential series such as the Riverworld and World of Tiers sagas.
- 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: Gil Shepard Triple: [The Last Sharknado: It’s About Time, mainCharacter, Gil Shepard]
Generated description
Gil Shepard is the time-traveling shark-fighting hero portrayed by Ian Ziering in the Sharknado film series, culminating in The Last Sharknado: It’s About Time.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gil Shepard Target entity description: Gil Shepard is the time-traveling shark-fighting hero portrayed by Ian Ziering in the Sharknado film series, culminating in The Last Sharknado: It’s About Time.
-
A.
Russell Hoban
Russell Hoban was an American-born writer best known for his imaginative children's books like the Frances series and his cult post-apocalyptic novel "Riddley Walker."
-
B.
Steven Millhauser
Steven Millhauser is an American author known for his richly imaginative, often fantastical fiction that explores illusion, obsession, and the boundaries between reality and art.
-
C.
James Sallis
James Sallis is an American crime and science fiction writer best known for his neo-noir novel "Drive," which was adapted into the 2011 film of the same name.
-
D.
John Shirley
John Shirley is a film editor best known for his work on major motion pictures, including the superhero sequel "Superman IV: The Quest for Peace."
-
E.
Philip José Farmer
Philip José Farmer was an American science fiction and fantasy author known for his imaginative world-building, boundary-pushing themes, and influential series such as the Riverworld and World of Tiers sagas.
- 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_69e0b4f7ebe48190952a85547a0f31a1 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6d05e307081908f1d044e877017ec |
completed | April 21, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0918c956d881909f3209f6960bcb20 |
completed | May 17, 2026, 1:24 a.m. |
| NEDg | Description generation | batch_6a0919d9d4008190a19a42a0d699c108 |
completed | May 17, 2026, 1:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a091a3c7e5c81908a4510d411be5bfa |
completed | May 17, 2026, 1:30 a.m. |
Created at: April 16, 2026, 12:46 p.m.