Triple
T10344868
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nathaniel Chambers |
E243718
|
entity |
| Predicate | coAuthorWith |
P398
|
FINISHED |
| Object |
Dan Jurafsky
Dan Jurafsky is a prominent computational linguist and professor known for his influential work in natural language processing and co-authoring the widely used textbook "Speech and Language Processing."
|
E857263
|
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: Dan Jurafsky | Statement: [Nathaniel Chambers, coAuthorWith, Dan Jurafsky]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dan Jurafsky Context triple: [Nathaniel Chambers, coAuthorWith, Dan Jurafsky]
-
A.
Christopher Manning
Christopher Manning is a prominent computer scientist and linguist best known for his pioneering work in natural language processing and deep learning, and for co-leading the Stanford NLP Group.
-
B.
Mark Liberman
Mark Liberman is an American linguist known for his work in phonetics, corpus linguistics, and for co-founding the influential Language Log blog.
-
C.
Michael N. Marcus
Michael N. Marcus is a screenwriter best known for his work on the 1966 Western film "Duel at Diablo."
-
D.
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.
-
E.
David Resnik
David Resnik is an American bioethicist known for his work on research ethics, scientific integrity, and the ethical implications of environmental and public health policy.
- 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: Dan Jurafsky Triple: [Nathaniel Chambers, coAuthorWith, Dan Jurafsky]
Generated description
Dan Jurafsky is a prominent computational linguist and professor known for his influential work in natural language processing and co-authoring the widely used textbook "Speech and Language Processing."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dan Jurafsky Target entity description: Dan Jurafsky is a prominent computational linguist and professor known for his influential work in natural language processing and co-authoring the widely used textbook "Speech and Language Processing."
-
A.
Christopher Manning
Christopher Manning is a prominent computer scientist and linguist best known for his pioneering work in natural language processing and deep learning, and for co-leading the Stanford NLP Group.
-
B.
Mark Liberman
Mark Liberman is an American linguist known for his work in phonetics, corpus linguistics, and for co-founding the influential Language Log blog.
-
C.
Michael N. Marcus
Michael N. Marcus is a screenwriter best known for his work on the 1966 Western film "Duel at Diablo."
-
D.
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.
-
E.
David Resnik
David Resnik is an American bioethicist known for his work on research ethics, scientific integrity, and the ethical implications of environmental and public health policy.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e9228cd88190bcd94b85537233c1 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d7507f708c8190b8cf684704a6e47d |
completed | April 9, 2026, 7:08 a.m. |
| NEDg | Description generation | batch_69d751ab890c8190b1549619049dab91 |
completed | April 9, 2026, 7:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7619e97588190a1443f9438c6efc0 |
completed | April 9, 2026, 8:21 a.m. |
Created at: April 6, 2026, 11:56 a.m.