Triple
T10367817
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Human Traffic |
E244299
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Dean Davies
Dean Davies is an actor best known for his role in the British cult film "Human Traffic."
|
E860662
|
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: Dean Davies | Statement: [Human Traffic, stars, Dean Davies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dean Davies Context triple: [Human Traffic, stars, Dean Davies]
-
A.
David Davies
David Davies is the son of Samuel Davies, likely known primarily in relation to his father's identity.
-
B.
David Davies
David Davies was an Australian painter associated with the Heidelberg School, known for his atmospheric landscapes and contributions to the Australian Impressionist movement.
-
C.
Dafydd Elis-Thomas
Dafydd Elis-Thomas is a Welsh politician and life peer known for serving as Presiding Officer of the National Assembly for Wales and for his long-standing role in Welsh public life.
-
D.
David Ivor Davies
David Ivor Davies, better known as Ivor Novello, was a prominent early 20th-century Welsh composer, singer, and actor famed for his popular songs and contributions to musical theatre.
-
E.
Tod Davies
Tod Davies is an American writer and producer best known for co-writing the screenplay for the film adaptation of Hunter S. Thompson’s "Fear and Loathing in Las Vegas."
- 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: Dean Davies Triple: [Human Traffic, stars, Dean Davies]
Generated description
Dean Davies is an actor best known for his role in the British cult film "Human Traffic."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dean Davies Target entity description: Dean Davies is an actor best known for his role in the British cult film "Human Traffic."
-
A.
David Davies
David Davies is the son of Samuel Davies, likely known primarily in relation to his father's identity.
-
B.
David Davies
David Davies was an Australian painter associated with the Heidelberg School, known for his atmospheric landscapes and contributions to the Australian Impressionist movement.
-
C.
Dafydd Elis-Thomas
Dafydd Elis-Thomas is a Welsh politician and life peer known for serving as Presiding Officer of the National Assembly for Wales and for his long-standing role in Welsh public life.
-
D.
David Ivor Davies
David Ivor Davies, better known as Ivor Novello, was a prominent early 20th-century Welsh composer, singer, and actor famed for his popular songs and contributions to musical theatre.
-
E.
Tod Davies
Tod Davies is an American writer and producer best known for co-writing the screenplay for the film adaptation of Hunter S. Thompson’s "Fear and Loathing in Las Vegas."
- 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_69d381b3e328819094b23b8edcd29b5a |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e97106448190a075948e63184f47 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d79546b078819089dec7628c95a681 |
completed | April 9, 2026, 12:02 p.m. |
| NEDg | Description generation | batch_69d7bdde34408190a047ede29b91e182 |
completed | April 9, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7e5fc6a008190b2a2326840074b53 |
completed | April 9, 2026, 5:46 p.m. |
Created at: April 6, 2026, noon