Triple
T22177719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PDP Research Group |
E548090
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Jeffrey L. Elman
Jeffrey L. Elman was an influential cognitive scientist and computational linguist known for pioneering work in connectionist models of language processing, including the development of the Elman network.
|
E1523311
|
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: Jeffrey L. Elman | Statement: [PDP Research Group, hasMember, Jeffrey L. Elman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jeffrey L. Elman Context triple: [PDP Research Group, hasMember, Jeffrey L. Elman]
-
A.
Paul S. Rosenbloom
Paul S. Rosenbloom is a computer scientist and cognitive scientist known for his foundational work in cognitive architectures and artificial intelligence.
-
B.
Russell K. Pitzer
Russell K. Pitzer was an American businessman and philanthropist best known for endowing and establishing Pitzer College, one of the Claremont Colleges in California.
-
C.
Roger B. Grosse
Roger B. Grosse is a computer scientist and machine learning researcher known for his contributions to deep learning optimization and probabilistic modeling.
-
D.
Michael L. Meltzer
Michael L. Meltzer is a film producer best known for his work on the 1987 science fiction horror movie "The Hidden."
-
E.
Stephen K. Robinson
Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
- 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: Jeffrey L. Elman Triple: [PDP Research Group, hasMember, Jeffrey L. Elman]
Generated description
Jeffrey L. Elman was an influential cognitive scientist and computational linguist known for pioneering work in connectionist models of language processing, including the development of the Elman network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jeffrey L. Elman Target entity description: Jeffrey L. Elman was an influential cognitive scientist and computational linguist known for pioneering work in connectionist models of language processing, including the development of the Elman network.
-
A.
Paul S. Rosenbloom
Paul S. Rosenbloom is a computer scientist and cognitive scientist known for his foundational work in cognitive architectures and artificial intelligence.
-
B.
Russell K. Pitzer
Russell K. Pitzer was an American businessman and philanthropist best known for endowing and establishing Pitzer College, one of the Claremont Colleges in California.
-
C.
Roger B. Grosse
Roger B. Grosse is a computer scientist and machine learning researcher known for his contributions to deep learning optimization and probabilistic modeling.
-
D.
Michael L. Meltzer
Michael L. Meltzer is a film producer best known for his work on the 1987 science fiction horror movie "The Hidden."
-
E.
Stephen K. Robinson
Stephen K. Robinson is a former NASA astronaut and aerospace engineer who flew on multiple Space Shuttle missions and conducted spacewalks to help assemble and repair the International Space Station.
- 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_69e11e3d53f88190a2b690e3f25bb062 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12a6d03488190b29872ff3f436237 |
completed | April 28, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9ec8ab7c81908eaa85092ce658c1 |
completed | May 18, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_6a0a9f494f3c8190aee8f2e6dc1af763 |
completed | May 18, 2026, 5:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa03a8e0c819089dc48473b5b743c |
completed | May 18, 2026, 5:14 a.m. |
Created at: April 16, 2026, 8:34 p.m.