Triple
T21428486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A Thursday |
E528622
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
Behzad Khambata
Behzad Khambata is an Indian film director known for his work in contemporary Hindi cinema, including the thriller "A Thursday."
|
E1491275
|
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: Behzad Khambata | Statement: [A Thursday, director, Behzad Khambata]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Behzad Khambata Context triple: [A Thursday, director, Behzad Khambata]
-
A.
Behzad Farahani
Behzad Farahani is an Iranian actor and playwright known for his significant contributions to Iranian theater and cinema.
-
B.
Behdad Eghbali
Behdad Eghbali is an American private equity investor and co-founder of Clearlake Capital Group, known for major investments in sports, technology, and industrial companies.
-
C.
Ali Razmara
Ali Razmara was an Iranian military officer and technocratic politician who briefly served as prime minister in the early 1950s before being assassinated amid intense political turmoil.
-
D.
Reza Radmanesh
Reza Radmanesh was an Iranian communist politician and prominent leader of the Tudeh Party of Iran, active in mid-20th-century leftist politics.
-
E.
Ali Farokhmanesh
Ali Farokhmanesh is a former American college basketball guard best known for his clutch three-point shooting and pivotal role in Northern Iowa’s upset of top-seeded Kansas in the 2010 NCAA Tournament.
- 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: Behzad Khambata Triple: [A Thursday, director, Behzad Khambata]
Generated description
Behzad Khambata is an Indian film director known for his work in contemporary Hindi cinema, including the thriller "A Thursday."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Behzad Khambata Target entity description: Behzad Khambata is an Indian film director known for his work in contemporary Hindi cinema, including the thriller "A Thursday."
-
A.
Behzad Farahani
Behzad Farahani is an Iranian actor and playwright known for his significant contributions to Iranian theater and cinema.
-
B.
Behdad Eghbali
Behdad Eghbali is an American private equity investor and co-founder of Clearlake Capital Group, known for major investments in sports, technology, and industrial companies.
-
C.
Ali Razmara
Ali Razmara was an Iranian military officer and technocratic politician who briefly served as prime minister in the early 1950s before being assassinated amid intense political turmoil.
-
D.
Reza Radmanesh
Reza Radmanesh was an Iranian communist politician and prominent leader of the Tudeh Party of Iran, active in mid-20th-century leftist politics.
-
E.
Ali Farokhmanesh
Ali Farokhmanesh is a former American college basketball guard best known for his clutch three-point shooting and pivotal role in Northern Iowa’s upset of top-seeded Kansas in the 2010 NCAA Tournament.
- 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_69e0c455f3688190810bc96365791b0f |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b3e74bcc81909ad66e3c59152ffc |
completed | April 22, 2026, 11:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09f65fa1308190915373f77c5b19de |
completed | May 17, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_6a09f73007048190b9fc03f5d800ba84 |
completed | May 17, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09f8149a84819085d07e5b1eea463f |
completed | May 17, 2026, 5:17 p.m. |
Created at: April 16, 2026, 5:49 p.m.