Triple
T8663020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eli Biham |
E205593
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Nathan Keller
Nathan Keller is an Israeli mathematician and cryptographer known for his work in discrete mathematics, Boolean functions, and the analysis of cryptographic algorithms.
|
E762793
|
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: Nathan Keller | Statement: [Eli Biham, coAuthor, Nathan Keller]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nathan Keller Context triple: [Eli Biham, coAuthor, Nathan Keller]
-
A.
Nathan Young
Nathan Young is a musician best known as a member of the American alternative rock band Anberlin, where he serves as the drummer.
-
B.
Nate Rogers
Nate Rogers is a notable individual who shares the Rogers surname and has achieved enough recognition to be specifically identified among its bearers.
-
C.
Jason Keller
Jason Keller is an American screenwriter best known for co-writing the racing drama film "Ford v Ferrari."
-
D.
Nathan Johnson
Nathan Johnson is an American film composer and musician best known for his innovative, experimental scores for director Rian Johnson’s movies, including "Brick," "Looper," and "Knives Out."
-
E.
Nate Fisher
Nate Fisher is the emotionally conflicted eldest son in the Fisher family and a central figure in the HBO drama series "Six Feet Under," known for grappling with mortality, family duty, and personal fulfillment.
- 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: Nathan Keller Triple: [Eli Biham, coAuthor, Nathan Keller]
Generated description
Nathan Keller is an Israeli mathematician and cryptographer known for his work in discrete mathematics, Boolean functions, and the analysis of cryptographic algorithms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nathan Keller Target entity description: Nathan Keller is an Israeli mathematician and cryptographer known for his work in discrete mathematics, Boolean functions, and the analysis of cryptographic algorithms.
-
A.
Nathan Young
Nathan Young is a musician best known as a member of the American alternative rock band Anberlin, where he serves as the drummer.
-
B.
Nate Rogers
Nate Rogers is a notable individual who shares the Rogers surname and has achieved enough recognition to be specifically identified among its bearers.
-
C.
Jason Keller
Jason Keller is an American screenwriter best known for co-writing the racing drama film "Ford v Ferrari."
-
D.
Nathan Johnson
Nathan Johnson is an American film composer and musician best known for his innovative, experimental scores for director Rian Johnson’s movies, including "Brick," "Looper," and "Knives Out."
-
E.
Nate Fisher
Nate Fisher is the emotionally conflicted eldest son in the Fisher family and a central figure in the HBO drama series "Six Feet Under," known for grappling with mortality, family duty, and personal fulfillment.
- 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_69ca83516ae88190aefe034b3bc589e3 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4872a190819087d679f3006bd030 |
completed | March 31, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa015416c8190acd737390a7c231a |
completed | April 3, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:30 p.m.