Triple
T22177722
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PDP Research Group |
E548090
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Mark S. Seidenberg
Mark S. Seidenberg is a cognitive neuroscientist and psycholinguist known for his influential research on reading, language processing, and dyslexia.
|
E1526384
|
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: Mark S. Seidenberg | Statement: [PDP Research Group, hasMember, Mark S. Seidenberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mark S. Seidenberg Context triple: [PDP Research Group, hasMember, Mark S. Seidenberg]
-
A.
Michael Kenstowicz
Michael Kenstowicz is an American linguist and phonologist known for his influential work on generative phonology and for co-authoring widely used textbooks in the field.
-
B.
Brian MacWhinney
Brian MacWhinney is a cognitive psychologist and linguist best known for creating the CHILDES and TalkBank databases and for his influential work on language acquisition and processing.
-
C.
Michael N. Marcus
Michael N. Marcus is a screenwriter best known for his work on the 1966 Western film "Duel at Diablo."
-
D.
Jack Grossberg
Jack Grossberg is a film producer best known for his work on Woody Allen’s 1973 science-fiction comedy "Sleeper."
-
E.
Paul Smolensky
Paul Smolensky is a cognitive scientist and linguist best known for co-developing Optimality Theory and for his influential work in connectionist models of cognition and language.
- 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: Mark S. Seidenberg Triple: [PDP Research Group, hasMember, Mark S. Seidenberg]
Generated description
Mark S. Seidenberg is a cognitive neuroscientist and psycholinguist known for his influential research on reading, language processing, and dyslexia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mark S. Seidenberg Target entity description: Mark S. Seidenberg is a cognitive neuroscientist and psycholinguist known for his influential research on reading, language processing, and dyslexia.
-
A.
Michael Kenstowicz
Michael Kenstowicz is an American linguist and phonologist known for his influential work on generative phonology and for co-authoring widely used textbooks in the field.
-
B.
Brian MacWhinney
Brian MacWhinney is a cognitive psychologist and linguist best known for creating the CHILDES and TalkBank databases and for his influential work on language acquisition and processing.
-
C.
Michael N. Marcus
Michael N. Marcus is a screenwriter best known for his work on the 1966 Western film "Duel at Diablo."
-
D.
Jack Grossberg
Jack Grossberg is a film producer best known for his work on Woody Allen’s 1973 science-fiction comedy "Sleeper."
-
E.
Paul Smolensky
Paul Smolensky is a cognitive scientist and linguist best known for co-developing Optimality Theory and for his influential work in connectionist models of cognition and language.
- 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_6a0aae5f58fc8190a6b1d810df96d9b1 |
completed | May 18, 2026, 6:14 a.m. |
| NEDg | Description generation | batch_6a0ab2cf834c81908ac2e03de12084c8 |
completed | May 18, 2026, 6:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ab35404e08190b6483048bca05e63 |
completed | May 18, 2026, 6:36 a.m. |
Created at: April 16, 2026, 8:34 p.m.