Triple
T12513278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Taubman |
E299133
|
entity |
| Predicate | notableBearer |
P458
|
FINISHED |
| Object |
David Taubman
David Taubman is an electrical engineer and academic best known for his contributions to image compression and the development of the JPEG2000 standard.
|
E987912
|
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 Taubman | Statement: [Taubman, notableBearer, David Taubman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Taubman Context triple: [Taubman, notableBearer, David Taubman]
-
A.
David Slepian
David Slepian was an American mathematician and electrical engineer known for his influential work in information theory and communications, including the development of the Slepian–Wolf coding theorem.
-
B.
Donald Mann
Donald Mann was a Canadian railway contractor and entrepreneur best known as a co-founder and builder of the Canadian Northern Railway, which helped open Western Canada to settlement and development.
-
C.
Elliott Puckette
Elliott Puckette is an American artist known for her minimalist, calligraphic line paintings and drawings that explore gesture and abstraction.
-
D.
Jonathan Harvey
Jonathan Harvey is a British playwright and screenwriter best known for creating the popular sitcom "Gimme Gimme Gimme" and writing the play "Beautiful Thing."
-
E.
Jonathan Harvey
Jonathan Harvey is a British composer renowned for his innovative use of electronics and spectral techniques in contemporary classical music.
- 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 Taubman Triple: [Taubman, notableBearer, David Taubman]
Generated description
David Taubman is an electrical engineer and academic best known for his contributions to image compression and the development of the JPEG2000 standard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Taubman Target entity description: David Taubman is an electrical engineer and academic best known for his contributions to image compression and the development of the JPEG2000 standard.
-
A.
David Slepian
David Slepian was an American mathematician and electrical engineer known for his influential work in information theory and communications, including the development of the Slepian–Wolf coding theorem.
-
B.
Donald Mann
Donald Mann was a Canadian railway contractor and entrepreneur best known as a co-founder and builder of the Canadian Northern Railway, which helped open Western Canada to settlement and development.
-
C.
Elliott Puckette
Elliott Puckette is an American artist known for her minimalist, calligraphic line paintings and drawings that explore gesture and abstraction.
-
D.
Jonathan Harvey
Jonathan Harvey is a British playwright and screenwriter best known for creating the popular sitcom "Gimme Gimme Gimme" and writing the play "Beautiful Thing."
-
E.
Jonathan Harvey
Jonathan Harvey is a British composer renowned for his innovative use of electronics and spectral techniques in contemporary classical music.
- 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_69d6ada4cd388190ae3bbf83ff87057a |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d9541e752c8190bf12d2b5a37b53df |
completed | April 10, 2026, 7:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bbba5fc819082a4171a5a77183a |
completed | May 2, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f64d15a97c81909046190f0d0fd986 |
completed | May 2, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64e6d311c8190b851b89e394165d0 |
completed | May 2, 2026, 7:20 p.m. |
Created at: April 8, 2026, 9:57 p.m.