Triple
T5112941
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prehistoric Planet |
E115258
|
entity |
| Predicate | scientificConsultant |
P13956
|
FINISHED |
| Object |
Darren Naish
Darren Naish is a British vertebrate paleontologist, author, and science communicator known for his work on dinosaurs and other prehistoric animals, as well as for popularizing paleontology through books, blogs, and media projects.
|
E493514
|
NE FINISHED |
How this triple was built (5 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: Darren Naish | Statement: [Prehistoric Planet, scientificConsultant, Darren Naish]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darren Naish Context triple: [Prehistoric Planet, scientificConsultant, Darren Naish]
-
A.
Stephen Lovejoy
Stephen Lovejoy is a film editor known for his work on genre and B-movie productions such as the creature feature "Sharktopus."
-
B.
Steve Backshall
Steve Backshall is a British naturalist, wildlife presenter, and author best known for hosting the BBC series "Deadly 60" and other adventure and nature documentaries.
-
C.
Richard Edgecombe
Richard Edgecombe was a British nobleman and politician after whom Edgecombe County in North Carolina was named.
-
D.
Barry Kemp
Barry Kemp is an American television writer and producer best known for creating and producing popular sitcoms such as "Newhart" and "Coach."
-
E.
Carl Zimmer
Carl Zimmer is an American science writer and journalist renowned for his accessible and insightful books and articles on biology, evolution, and genetics.
- 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: Darren Naish Triple: [Prehistoric Planet, scientificConsultant, Darren Naish]
Generated description
Darren Naish is a British vertebrate paleontologist, author, and science communicator known for his work on dinosaurs and other prehistoric animals, as well as for popularizing paleontology through books, blogs, and media projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darren Naish Target entity description: Darren Naish is a British vertebrate paleontologist, author, and science communicator known for his work on dinosaurs and other prehistoric animals, as well as for popularizing paleontology through books, blogs, and media projects.
-
A.
Stephen Lovejoy
Stephen Lovejoy is a film editor known for his work on genre and B-movie productions such as the creature feature "Sharktopus."
-
B.
Steve Backshall
Steve Backshall is a British naturalist, wildlife presenter, and author best known for hosting the BBC series "Deadly 60" and other adventure and nature documentaries.
-
C.
Richard Edgecombe
Richard Edgecombe was a British nobleman and politician after whom Edgecombe County in North Carolina was named.
-
D.
Barry Kemp
Barry Kemp is an American television writer and producer best known for creating and producing popular sitcoms such as "Newhart" and "Coach."
-
E.
Carl Zimmer
Carl Zimmer is an American science writer and journalist renowned for his accessible and insightful books and articles on biology, evolution, and genetics.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: scientificConsultant Context triple: [Prehistoric Planet, scientificConsultant, Darren Naish]
-
A.
chiefScientist
Indicates that one entity serves as the primary or lead scientist for another entity, typically holding top scientific authority or responsibility.
-
B.
isScientific
Indicates that something pertains to or is based on systematic scientific methods, principles, or knowledge.
-
C.
researchUser
Indicates that an entity conducts research on, studies, or investigates a particular user.
-
D.
scientificConsensus
Indicates that there is broad agreement among qualified experts or authoritative sources that a particular claim, finding, or theory is valid.
-
E.
consultsOn
chosen
Indicates that one entity provides expert advice, guidance, or professional input to another entity regarding a specific subject, project, or decision.
- F. None of above.
Provenance (6 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_69bd4441d1648190a54a533895041987 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd75cba1e88190af076657f846b975 |
completed | March 20, 2026, 4:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bebaaa394c8190bd93cdf57475a5b6 |
completed | March 21, 2026, 3:35 p.m. |
| NEDg | Description generation | batch_69bebb50aef48190b625278340a8c310 |
completed | March 21, 2026, 3:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebc0b38e88190830eb74292e00e93 |
completed | March 21, 2026, 3:40 p.m. |
| PD | Predicate disambiguation | batch_69bd715fe3a8819087d3065adddba515 |
completed | March 20, 2026, 4:10 p.m. |
Created at: March 20, 2026, 1:41 p.m.