Triple
T637350
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chemehuevi language |
E16653
|
entity |
| Predicate | documentedBy |
P4310
|
FINISHED |
| Object |
linguist Margaret L. Press
Margaret L. Press is a linguist known for her fieldwork and documentation of Indigenous languages of North America, including the Chemehuevi language.
|
E79961
|
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: linguist Margaret L. Press | Statement: [Chemehuevi language, documentedBy, linguist Margaret L. Press]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: linguist Margaret L. Press Context triple: [Chemehuevi language, documentedBy, linguist Margaret L. Press]
-
A.
Walt Wolfram
Walt Wolfram is an American sociolinguist renowned for his pioneering research on American English dialects and language variation, including minority and regional varieties.
-
B.
John R. Rickford
John R. Rickford is a prominent sociolinguist known for his influential work on varieties of English, especially African American Vernacular English and other ethnic dialects in the United States.
-
C.
Annette Lerner
Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
-
D.
linguist Jeff Leer
Jeff Leer was an American linguist renowned for his extensive documentation and analysis of Tlingit and other Native Alaskan languages.
-
E.
Laura Z. Hobson
Laura Z. Hobson was an American novelist best known for her socially conscious works, including the anti-antisemitism novel that inspired the film "Gentleman's Agreement."
- 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: linguist Margaret L. Press Triple: [Chemehuevi language, documentedBy, linguist Margaret L. Press]
Generated description
Margaret L. Press is a linguist known for her fieldwork and documentation of Indigenous languages of North America, including the Chemehuevi language.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: linguist Margaret L. Press Target entity description: Margaret L. Press is a linguist known for her fieldwork and documentation of Indigenous languages of North America, including the Chemehuevi language.
-
A.
Walt Wolfram
Walt Wolfram is an American sociolinguist renowned for his pioneering research on American English dialects and language variation, including minority and regional varieties.
-
B.
John R. Rickford
John R. Rickford is a prominent sociolinguist known for his influential work on varieties of English, especially African American Vernacular English and other ethnic dialects in the United States.
-
C.
Annette Lerner
Annette Lerner is a Washington, D.C.–area philanthropist and matriarch of the Lerner family, known for their real estate empire and former ownership of the Washington Nationals baseball team.
-
D.
linguist Jeff Leer
Jeff Leer was an American linguist renowned for his extensive documentation and analysis of Tlingit and other Native Alaskan languages.
-
E.
Laura Z. Hobson
Laura Z. Hobson was an American novelist best known for her socially conscious works, including the anti-antisemitism novel that inspired the film "Gentleman's Agreement."
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49ee7fdbc8190858e42bb1bfdb3ff |
completed | March 1, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a57405d6f48190b55542d50d3a1f22 |
completed | March 2, 2026, 11:27 a.m. |
| NEDg | Description generation | batch_69a574b91b2c8190a09d837f2462c1b3 |
completed | March 2, 2026, 11:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5751b2e3081908c4cc5d54fa78e9d |
completed | March 2, 2026, 11:31 a.m. |
Created at: March 1, 2026, 7:35 p.m.