Triple
T5709655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Elias Stein |
E125871
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Rami Shakarchi
Rami Shakarchi is a mathematician and educator best known for coauthoring with Elias Stein a widely used series of graduate-level textbooks on analysis.
|
E542637
|
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: Rami Shakarchi | Statement: [Elias Stein, coAuthor, Rami Shakarchi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rami Shakarchi Context triple: [Elias Stein, coAuthor, Rami Shakarchi]
-
A.
Rami Jaffee
Rami Jaffee is an American keyboardist best known for his work with the rock band Foo Fighters and previously with The Wallflowers.
-
B.
Assi Dayan
Assi Dayan was a prominent Israeli film director, screenwriter, and actor known for his influential work in Israeli cinema and television.
-
C.
Uri Sivan
Uri Sivan is an Israeli physicist and academic leader known for his research in nanotechnology and for serving as president of the Technion – Israel Institute of Technology.
-
D.
Roni Ashuri
Roni Ashuri is an entrepreneur and technology executive best known as a founder of the Israeli high-performance networking company Mellanox Technologies.
-
E.
Raji Sourani
Raji Sourani is a prominent Palestinian human rights lawyer and activist known for his longstanding work documenting abuses and advocating for justice in the Gaza Strip.
- 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: Rami Shakarchi Triple: [Elias Stein, coAuthor, Rami Shakarchi]
Generated description
Rami Shakarchi is a mathematician and educator best known for coauthoring with Elias Stein a widely used series of graduate-level textbooks on analysis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rami Shakarchi Target entity description: Rami Shakarchi is a mathematician and educator best known for coauthoring with Elias Stein a widely used series of graduate-level textbooks on analysis.
-
A.
Rami Jaffee
Rami Jaffee is an American keyboardist best known for his work with the rock band Foo Fighters and previously with The Wallflowers.
-
B.
Assi Dayan
Assi Dayan was a prominent Israeli film director, screenwriter, and actor known for his influential work in Israeli cinema and television.
-
C.
Uri Sivan
Uri Sivan is an Israeli physicist and academic leader known for his research in nanotechnology and for serving as president of the Technion – Israel Institute of Technology.
-
D.
Roni Ashuri
Roni Ashuri is an entrepreneur and technology executive best known as a founder of the Israeli high-performance networking company Mellanox Technologies.
-
E.
Raji Sourani
Raji Sourani is a prominent Palestinian human rights lawyer and activist known for his longstanding work documenting abuses and advocating for justice in the Gaza Strip.
- 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_69c0082d6fe48190b777fb383769e5c8 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0248c3dac8190824fca9ddde89665 |
completed | March 22, 2026, 5:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c05a6f5ac08190b5acbccea756d2de |
completed | March 22, 2026, 9:09 p.m. |
| NEDg | Description generation | batch_69c062029e3c8190ade3f0836d6b3842 |
completed | March 22, 2026, 9:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c06268eb0c8190959ba762c2d9b47d |
completed | March 22, 2026, 9:43 p.m. |
Created at: March 22, 2026, 3:46 p.m.