Triple
T11836080
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Call of Duty: Ghosts |
E281518
|
entity |
| Predicate | notableCharacter |
P1481
|
FINISHED |
| Object |
David "Hesh" Walker
David "Hesh" Walker is a central playable protagonist and member of the Ghosts special operations unit in the video game Call of Duty: Ghosts.
|
E950333
|
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 "Hesh" Walker | Statement: [Call of Duty: Ghosts, notableCharacter, David "Hesh" Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David "Hesh" Walker Context triple: [Call of Duty: Ghosts, notableCharacter, David "Hesh" Walker]
-
A.
John "Breacher" Wharton
John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
-
B.
Anthony Hancock
Anthony Hancock is a bumbling, downtrodden everyman character portrayed by British comedian Tony Hancock, known for his pessimistic wit and social awkwardness.
-
C.
Roy Walker
Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
-
D.
Rob Walker
Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
-
E.
Ben Hawkins
Ben Hawkins is the young, enigmatic protagonist of the television series "Carnivàle," a Depression-era drifter with mysterious healing powers who becomes entangled in a cosmic struggle between good and evil.
- 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 "Hesh" Walker Triple: [Call of Duty: Ghosts, notableCharacter, David "Hesh" Walker]
Generated description
David "Hesh" Walker is a central playable protagonist and member of the Ghosts special operations unit in the video game Call of Duty: Ghosts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David "Hesh" Walker Target entity description: David "Hesh" Walker is a central playable protagonist and member of the Ghosts special operations unit in the video game Call of Duty: Ghosts.
-
A.
John "Breacher" Wharton
John "Breacher" Wharton is the tough, battle-hardened leader of an elite DEA special operations team portrayed by Arnold Schwarzenegger in the action thriller film "Sabotage."
-
B.
Anthony Hancock
Anthony Hancock is a bumbling, downtrodden everyman character portrayed by British comedian Tony Hancock, known for his pessimistic wit and social awkwardness.
-
C.
Roy Walker
Roy Walker is the injured Hollywood stuntman whose fantastical storytelling to a young girl drives the narrative of the 2006 film "The Fall."
-
D.
Rob Walker
Rob Walker is a technology entrepreneur best known as a co-founder of the semiconductor company LSI Logic.
-
E.
Ben Hawkins
Ben Hawkins is the young, enigmatic protagonist of the television series "Carnivàle," a Depression-era drifter with mysterious healing powers who becomes entangled in a cosmic struggle between good and evil.
- 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a62fec0881908c7b89c0b5bcc9a2 |
completed | April 10, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f16765aac481908b4cb474b141d842 |
completed | April 29, 2026, 2:05 a.m. |
| NEDg | Description generation | batch_69f17004fb908190a486c6718c5252cb |
completed | April 29, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f1db11f0f48190832ca4f552f21751 |
completed | April 29, 2026, 10:18 a.m. |
Created at: April 8, 2026, 9:43 p.m.