Triple
T23172188
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Darling |
E578888
|
entity |
| Predicate | cinematographyBy |
P1953
|
FINISHED |
| Object |
Kenneth Higgins
Kenneth Higgins was a British cinematographer best known for his acclaimed work on the 1965 film "Darling," which earned him an Academy Award nomination.
|
E1576579
|
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: Kenneth Higgins | Statement: [Darling, cinematographyBy, Kenneth Higgins]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Higgins Context triple: [Darling, cinematographyBy, Kenneth Higgins]
-
A.
Kenneth Henry
Kenneth Henry was an American speed skater who won Olympic gold and later gained recognition for lighting the Olympic cauldron at the 1960 Winter Games in Squaw Valley.
-
B.
Kenneth Hutchinson
Kenneth Hutchinson is one of the two main police detective protagonists, nicknamed "Hutch," from the classic 1970s TV series *Starsky & Hutch*.
-
C.
Kenneth Macgowan
Kenneth Macgowan was an American film and theater producer and critic known for his influential work in early 20th-century cinema and stage production.
-
D.
Kenneth Lynch
Kenneth Lynch, better known as Kenny Lynch, was a British singer, songwriter, actor, and entertainer prominent in the 1960s UK pop scene.
-
E.
Lyndon Mustoe
Lyndon Mustoe is a former Welsh rugby union prop who played for clubs such as Cardiff and Gloucester and earned caps for the Wales national team.
- 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: Kenneth Higgins Triple: [Darling, cinematographyBy, Kenneth Higgins]
Generated description
Kenneth Higgins was a British cinematographer best known for his acclaimed work on the 1965 film "Darling," which earned him an Academy Award nomination.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenneth Higgins Target entity description: Kenneth Higgins was a British cinematographer best known for his acclaimed work on the 1965 film "Darling," which earned him an Academy Award nomination.
-
A.
Kenneth Henry
Kenneth Henry was an American speed skater who won Olympic gold and later gained recognition for lighting the Olympic cauldron at the 1960 Winter Games in Squaw Valley.
-
B.
Kenneth Hutchinson
Kenneth Hutchinson is one of the two main police detective protagonists, nicknamed "Hutch," from the classic 1970s TV series *Starsky & Hutch*.
-
C.
Kenneth Macgowan
Kenneth Macgowan was an American film and theater producer and critic known for his influential work in early 20th-century cinema and stage production.
-
D.
Kenneth Lynch
Kenneth Lynch, better known as Kenny Lynch, was a British singer, songwriter, actor, and entertainer prominent in the 1960s UK pop scene.
-
E.
Lyndon Mustoe
Lyndon Mustoe is a former Welsh rugby union prop who played for clubs such as Cardiff and Gloucester and earned caps for the Wales national team.
- 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_69e245fd2a388190b814c0dfa15f7148 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f30ce148190a6de928c8213399e |
completed | April 29, 2026, 4:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c3f44740c8190a0f648e073abbb92 |
completed | May 19, 2026, 10:45 a.m. |
| NEDg | Description generation | batch_6a0c4008c4a881908ad49e733b549036 |
completed | May 19, 2026, 10:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c40c6562481908689eca2a4997115 |
completed | May 19, 2026, 10:51 a.m. |
Created at: April 17, 2026, 4:04 p.m.