Triple
T22150674
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bourgain–Tzafriri restricted invertibility principle |
E547403
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
Lior Tzafriri
Lior Tzafriri is an Israeli mathematician known for his influential work in functional analysis and Banach space theory, including the Bourgain–Tzafriri restricted invertibility principle.
|
E1546637
|
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: Lior Tzafriri | Statement: [Bourgain–Tzafriri restricted invertibility principle, namedAfter, Lior Tzafriri]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lior Tzafriri Context triple: [Bourgain–Tzafriri restricted invertibility principle, namedAfter, Lior Tzafriri]
-
A.
David Be’eri
David Be’eri is an Israeli activist and former military officer best known for leading Jewish settlement efforts in East Jerusalem through the Elad Foundation.
-
B.
Doron Peled
Doron Peled is a computer scientist known for his contributions to formal methods and model checking, particularly in collaboration with Edmund M. Clarke.
-
C.
Yair Tzaban
Yair Tzaban is an Israeli politician and social activist known for his leadership in the left-wing Mapam party and his advocacy for peace, civil rights, and social justice.
-
D.
Itamar Ben-Avi
Itamar Ben-Avi was an early 20th-century Jewish journalist and language activist, best known as the first native speaker of Modern Hebrew and a prominent promoter of its everyday use.
-
E.
Oren Michaeli
Oren Michaeli is an actor known for appearing in the dance film "Step Up 3D."
- 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: Lior Tzafriri Triple: [Bourgain–Tzafriri restricted invertibility principle, namedAfter, Lior Tzafriri]
Generated description
Lior Tzafriri is an Israeli mathematician known for his influential work in functional analysis and Banach space theory, including the Bourgain–Tzafriri restricted invertibility principle.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lior Tzafriri Target entity description: Lior Tzafriri is an Israeli mathematician known for his influential work in functional analysis and Banach space theory, including the Bourgain–Tzafriri restricted invertibility principle.
-
A.
David Be’eri
David Be’eri is an Israeli activist and former military officer best known for leading Jewish settlement efforts in East Jerusalem through the Elad Foundation.
-
B.
Doron Peled
Doron Peled is a computer scientist known for his contributions to formal methods and model checking, particularly in collaboration with Edmund M. Clarke.
-
C.
Yair Tzaban
Yair Tzaban is an Israeli politician and social activist known for his leadership in the left-wing Mapam party and his advocacy for peace, civil rights, and social justice.
-
D.
Itamar Ben-Avi
Itamar Ben-Avi was an early 20th-century Jewish journalist and language activist, best known as the first native speaker of Modern Hebrew and a prominent promoter of its everyday use.
-
E.
Oren Michaeli
Oren Michaeli is an actor known for appearing in the dance film "Step Up 3D."
- 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_69e11e3b52088190ad5df386d01eb2fb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f129f37dac8190a7cecb12f4271515 |
completed | April 28, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b4de30fb48190b2c0961e8f50f6c6 |
completed | May 18, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_6a0b50ca48648190806c5c4af619d1d6 |
completed | May 18, 2026, 5:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b515b7350819081c9f3a5103687eb |
completed | May 18, 2026, 5:50 p.m. |
Created at: April 16, 2026, 8:33 p.m.