Triple
T16817141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neil Turok |
E408781
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Justin Khoury
Justin Khoury is a theoretical physicist known for his work in cosmology and modified gravity, including contributions to models of dark energy and dark matter.
|
E1235497
|
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: Justin Khoury | Statement: [Neil Turok, coAuthor, Justin Khoury]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Justin Khoury Context triple: [Neil Turok, coAuthor, Justin Khoury]
-
A.
Michael Nouri
Michael Nouri is an American actor best known for his roles in films like "Flashdance" and numerous television series, including "NCIS" and "Damages."
-
B.
Gregory Jbara
Gregory Jbara is an American actor and singer best known for his Tony Award-winning performance in the musical "Billy Elliot" and his long-running role as Deputy Commissioner Garrett Moore on the TV series "Blue Bloods."
-
C.
Chris Hajian
Chris Hajian is an American film and television composer known for his work on projects such as the series "StartUp" and numerous independent films.
-
D.
Andrew Miano
Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
-
E.
Issa Kassis
Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
- 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: Justin Khoury Triple: [Neil Turok, coAuthor, Justin Khoury]
Generated description
Justin Khoury is a theoretical physicist known for his work in cosmology and modified gravity, including contributions to models of dark energy and dark matter.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Justin Khoury Target entity description: Justin Khoury is a theoretical physicist known for his work in cosmology and modified gravity, including contributions to models of dark energy and dark matter.
-
A.
Michael Nouri
Michael Nouri is an American actor best known for his roles in films like "Flashdance" and numerous television series, including "NCIS" and "Damages."
-
B.
Gregory Jbara
Gregory Jbara is an American actor and singer best known for his Tony Award-winning performance in the musical "Billy Elliot" and his long-running role as Deputy Commissioner Garrett Moore on the TV series "Blue Bloods."
-
C.
Chris Hajian
Chris Hajian is an American film and television composer known for his work on projects such as the series "StartUp" and numerous independent films.
-
D.
Andrew Miano
Andrew Miano is an American film producer known for his work on independent and critically acclaimed movies, often collaborating with director Tom Ford and others.
-
E.
Issa Kassis
Issa Kassis is a Palestinian politician who serves as the mayor of Ramallah, a major cultural and administrative center in the West Bank.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e30cf48190a61936ba0a49df24 |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b297778c81909a2545c359739151 |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b4caae5081909017095977093704 |
completed | May 10, 2026, 4:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b52f58e08190a28506f03fbeda15 |
completed | May 10, 2026, 4:41 p.m. |
Created at: April 10, 2026, 5:23 a.m.