Triple
T16827494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Applied Psychology Unit |
E409058
|
entity |
| Predicate | employerOf |
P7
|
FINISHED |
| Object |
Donald Broadbent
Donald Broadbent was a pioneering British experimental psychologist best known for his influential work on attention and human information processing.
|
E1235112
|
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: Donald Broadbent | Statement: [Applied Psychology Unit, employerOf, Donald Broadbent]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Broadbent Context triple: [Applied Psychology Unit, employerOf, Donald Broadbent]
-
A.
Glen Penfield
Glen Penfield is a geophysicist best known for identifying the Chicxulub impact structure, now widely linked to the mass extinction event that wiped out the dinosaurs.
-
B.
Russell Atkinson
Russell Atkinson is a computer scientist known for his work in programming language design, including contributions to the development of the CLU language.
-
C.
David Marr
David Marr was a pioneering British neuroscientist and psychologist whose theoretical work on vision and computational neuroscience fundamentally shaped modern cognitive science and artificial intelligence.
-
D.
Jay L. McClelland
Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
-
E.
Ian Tracey
Ian Tracey is a Canadian actor known for his extensive work in film and television, including prominent roles in series like "Da Vinci's Inquest" and "Intelligence."
- 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: Donald Broadbent Triple: [Applied Psychology Unit, employerOf, Donald Broadbent]
Generated description
Donald Broadbent was a pioneering British experimental psychologist best known for his influential work on attention and human information processing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald Broadbent Target entity description: Donald Broadbent was a pioneering British experimental psychologist best known for his influential work on attention and human information processing.
-
A.
Glen Penfield
Glen Penfield is a geophysicist best known for identifying the Chicxulub impact structure, now widely linked to the mass extinction event that wiped out the dinosaurs.
-
B.
Russell Atkinson
Russell Atkinson is a computer scientist known for his work in programming language design, including contributions to the development of the CLU language.
-
C.
David Marr
David Marr was a pioneering British neuroscientist and psychologist whose theoretical work on vision and computational neuroscience fundamentally shaped modern cognitive science and artificial intelligence.
-
D.
Jay L. McClelland
Jay L. McClelland is a cognitive psychologist and neuroscientist best known for his pioneering work in connectionist models of cognition and co-developing the influential Parallel Distributed Processing framework.
-
E.
Ian Tracey
Ian Tracey is a Canadian actor known for his extensive work in film and television, including prominent roles in series like "Da Vinci's Inquest" and "Intelligence."
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b3151350819097b1c375e6df8986 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29e48f881908489bd77a9caec97 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b3aafac08190b3e0181780f45392 |
completed | May 10, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b466ecd08190b7b5ee54476631ab |
completed | May 10, 2026, 4:37 p.m. |
Created at: April 10, 2026, 5:23 a.m.