Triple
T19903768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spratt |
E478358
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
David Spratt
David Spratt is an Australian climate policy analyst, author, and activist known for his work on climate risk, emergency action, and critiques of mainstream climate policy.
|
E1429702
|
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: David Spratt | Statement: [Spratt, hasNotableBearer, David Spratt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Spratt Context triple: [Spratt, hasNotableBearer, David Spratt]
-
A.
Chris Sparling
Chris Sparling is an American screenwriter and filmmaker best known for writing the claustrophobic thriller "Buried" and other high-concept genre films.
-
B.
Jonathan Speirs
Jonathan Speirs was a renowned Scottish architectural lighting designer known for co-founding influential lighting design practices and shaping the illumination of landmark buildings worldwide.
-
C.
Steve Speirs
Steve Speirs is a Welsh character actor known for his comedic and supporting roles in British film and television.
-
D.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
-
E.
Sam Pilling
Sam Pilling is a British director known for his visually inventive and narrative-driven music videos for prominent contemporary artists.
- 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: David Spratt Triple: [Spratt, hasNotableBearer, David Spratt]
Generated description
David Spratt is an Australian climate policy analyst, author, and activist known for his work on climate risk, emergency action, and critiques of mainstream climate policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Spratt Target entity description: David Spratt is an Australian climate policy analyst, author, and activist known for his work on climate risk, emergency action, and critiques of mainstream climate policy.
-
A.
Chris Sparling
Chris Sparling is an American screenwriter and filmmaker best known for writing the claustrophobic thriller "Buried" and other high-concept genre films.
-
B.
Jonathan Speirs
Jonathan Speirs was a renowned Scottish architectural lighting designer known for co-founding influential lighting design practices and shaping the illumination of landmark buildings worldwide.
-
C.
Steve Speirs
Steve Speirs is a Welsh character actor known for his comedic and supporting roles in British film and television.
-
D.
Graham Reynolds
Graham Reynolds is an American composer and bandleader known for his genre-blending work in classical, jazz, and film music, including frequent collaborations with director Richard Linklater.
-
E.
Sam Pilling
Sam Pilling is a British director known for his visually inventive and narrative-driven music videos for prominent contemporary artists.
- 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_69d8e520682081909892916424699bd5 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65944c55481909b54a8f9a9c087d6 |
completed | April 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a087b032b788190b33a4f380792749c |
completed | May 16, 2026, 2:11 p.m. |
| NEDg | Description generation | batch_6a088014c30c8190937586dc3f23862e |
completed | May 16, 2026, 2:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08810e37c08190bd7e8b584204064c |
completed | May 16, 2026, 2:37 p.m. |
Created at: April 10, 2026, 1:52 p.m.