Triple
T2432256
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Treyarch |
E52872
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
David Knies
David Knies is a video game industry figure best known as a co-founder of the game development studio Treyarch, which created several major Call of Duty titles.
|
E332300
|
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: David Knies | Statement: [Treyarch, foundedBy, David Knies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David Knies Context triple: [Treyarch, foundedBy, David Knies]
-
A.
Ken Schretzmann
Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
-
B.
Brent Kutzle
Brent Kutzle is an American musician, songwriter, and producer best known as the bassist and cellist for the band OneRepublic and for his work on various pop and rock records.
-
C.
Bill Neukom
Bill Neukom is an American lawyer and philanthropist best known as Microsoft’s former chief legal officer and a former managing general partner of the San Francisco Giants.
-
D.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
E.
Chris Stolte
Chris Stolte is a computer scientist and entrepreneur best known as a co-founder and former chief development officer of the data visualization company Tableau Software.
- 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: David Knies Triple: [Treyarch, foundedBy, David Knies]
Generated description
David Knies is a video game industry figure best known as a co-founder of the game development studio Treyarch, which created several major Call of Duty titles.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David Knies Target entity description: David Knies is a video game industry figure best known as a co-founder of the game development studio Treyarch, which created several major Call of Duty titles.
-
A.
Ken Schretzmann
Ken Schretzmann is a film editor known for his work on major animated features, including Guillermo del Toro's stop-motion adaptation of Pinocchio.
-
B.
Brent Kutzle
Brent Kutzle is an American musician, songwriter, and producer best known as the bassist and cellist for the band OneRepublic and for his work on various pop and rock records.
-
C.
Bill Neukom
Bill Neukom is an American lawyer and philanthropist best known as Microsoft’s former chief legal officer and a former managing general partner of the San Francisco Giants.
-
D.
Adam Bohling
Adam Bohling is a British film producer known for his work on high-profile action and genre films, including the Kingsman series.
-
E.
Chris Stolte
Chris Stolte is a computer scientist and entrepreneur best known as a co-founder and former chief development officer of the data visualization company Tableau Software.
- 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_69b2248bcb68819095e52fea4cd5692c |
completed | March 12, 2026, 2:27 a.m. |
| NEDg | Description generation | batch_69b228768ee4819094da89f907e48deb |
completed | March 12, 2026, 2:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b22903b428819083af822577861a6b |
completed | March 12, 2026, 2:46 a.m. |
Created at: March 6, 2026, 9:43 p.m.