Triple
T2432252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Treyarch |
E52872
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Darren Chukitus
Darren Chukitus is a video game industry figure best known as a founder of the game development studio Treyarch.
|
E266232
|
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: Darren Chukitus | Statement: [Treyarch, foundedBy, Darren Chukitus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Darren Chukitus Context triple: [Treyarch, foundedBy, Darren Chukitus]
-
A.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
B.
Matt Sazama
Matt Sazama is an American screenwriter and producer known for co-writing genre films such as "Gods of Egypt," "Dracula Untold," and "Morbius," as well as co-creating Netflix's "Lost in Space" reboot.
-
C.
Jared Spurgeon
Jared Spurgeon is a Canadian professional ice hockey defenseman in the NHL known for his smart two-way play and leadership with the Minnesota Wild.
-
D.
Dustin Henderson
Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
-
E.
Darren Lew
Darren Lew is a cinematographer known for his work on the horror film "I Still Know What You Did Last Summer."
- 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: Darren Chukitus Triple: [Treyarch, foundedBy, Darren Chukitus]
Generated description
Darren Chukitus is a video game industry figure best known as a founder of the game development studio Treyarch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Darren Chukitus Target entity description: Darren Chukitus is a video game industry figure best known as a founder of the game development studio Treyarch.
-
A.
Kurt Buckman
Kurt Buckman is one of the three beleaguered friends in the dark comedy film "Horrible Bosses," known for plotting to kill his abusive employer alongside his equally frustrated coworkers.
-
B.
Matt Sazama
Matt Sazama is an American screenwriter and producer known for co-writing genre films such as "Gods of Egypt," "Dracula Untold," and "Morbius," as well as co-creating Netflix's "Lost in Space" reboot.
-
C.
Jared Spurgeon
Jared Spurgeon is a Canadian professional ice hockey defenseman in the NHL known for his smart two-way play and leadership with the Minnesota Wild.
-
D.
Dustin Henderson
Dustin Henderson is a witty, science-loving teenager from the Netflix series "Stranger Things," known for his loyalty, curiosity, and inventive problem-solving in the face of supernatural threats.
-
E.
Darren Lew
Darren Lew is a cinematographer known for his work on the horror film "I Still Know What You Did Last Summer."
- 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_69ab4959bcc0819083246f9fb10439e3 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9c915e881908d97ae4ccc83ab53 |
completed | March 7, 2026, 6:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf6b71c481908a5ff20edb09de14 |
completed | March 9, 2026, 12:39 p.m. |
| NEDg | Description generation | batch_69aec57c0520819080e843fc57b9cef5 |
completed | March 9, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec84d2dcc8190897481981d976fba |
completed | March 9, 2026, 1:17 p.m. |
Created at: March 6, 2026, 9:43 p.m.