Triple

T11247307

Position	Surface form	Disambiguated ID	Type / Status
Subject	Zombies	`E266239`	entity
Predicate	appearsIn	`P795`	FINISHED
Object	Call of Duty: World at War – Final Fronts Call of Duty: World at War – Final Fronts is a World War II first-person shooter spin-off of Call of Duty: World at War, developed for the PlayStation 2 with a distinct campaign and feature set from the main title.	`E919686`	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: Call of Duty: World at War – Final Fronts | Statement: [Zombies, appearsIn, Call of Duty: World at War – Final Fronts]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Call of Duty: World at War – Final Fronts
Context triple: [Zombies, appearsIn, Call of Duty: World at War – Final Fronts]

A. Call of Duty: Finest Hour
Call of Duty: Finest Hour is a World War II first-person shooter released in 2004 as a console-focused spin-off of the original Call of Duty series, featuring multiple Allied campaigns and cinematic battlefield missions.
B. Call of Duty: World at War
Call of Duty: World at War is a World War II first-person shooter video game in the Call of Duty series, known for its gritty Pacific and Eastern Front campaigns and the introduction of the popular Nazi Zombies mode.
C. Call of Duty: Black Ops
Call of Duty: Black Ops is a first-person shooter video game set during the Cold War that follows covert black operations and espionage through a cinematic single-player campaign and competitive multiplayer modes.
D. Call of Duty: Ghosts
Call of Duty: Ghosts is a first-person shooter video game in the Call of Duty franchise, set in a near-future world devastated by war and featuring a new storyline, characters, and multiplayer innovations.
E. Call of Duty: Black Ops – Declassified
Call of Duty: Black Ops – Declassified is a first-person shooter game in the Call of Duty franchise developed for the PlayStation Vita, known for its portable adaptation of the Black Ops subseries.
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: Call of Duty: World at War – Final Fronts
Triple: [Zombies, appearsIn, Call of Duty: World at War – Final Fronts]

Generated description

Call of Duty: World at War – Final Fronts is a World War II first-person shooter spin-off of Call of Duty: World at War, developed for the PlayStation 2 with a distinct campaign and feature set from the main title.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Call of Duty: World at War – Final Fronts
Target entity description: Call of Duty: World at War – Final Fronts is a World War II first-person shooter spin-off of Call of Duty: World at War, developed for the PlayStation 2 with a distinct campaign and feature set from the main title.

A. Call of Duty: Finest Hour
Call of Duty: Finest Hour is a World War II first-person shooter released in 2004 as a console-focused spin-off of the original Call of Duty series, featuring multiple Allied campaigns and cinematic battlefield missions.
B. Call of Duty: World at War
Call of Duty: World at War is a World War II first-person shooter video game in the Call of Duty series, known for its gritty Pacific and Eastern Front campaigns and the introduction of the popular Nazi Zombies mode.
C. Call of Duty: Black Ops
Call of Duty: Black Ops is a first-person shooter video game set during the Cold War that follows covert black operations and espionage through a cinematic single-player campaign and competitive multiplayer modes.
D. Call of Duty: Ghosts
Call of Duty: Ghosts is a first-person shooter video game in the Call of Duty franchise, set in a near-future world devastated by war and featuring a new storyline, characters, and multiplayer innovations.
E. Call of Duty: Black Ops – Declassified
Call of Duty: Black Ops – Declassified is a first-person shooter game in the Call of Duty franchise developed for the PlayStation Vita, known for its portable adaptation of the Black Ops subseries.
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_69d6aac7953c8190b82caf9d7640fdf9`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e91d1484819098ee6b2efb5316a5`	completed	April 9, 2026, 5:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e542ab02708190b40a96edd56a6519`	completed	April 19, 2026, 9:01 p.m.
NEDg	Description generation	`batch_69e5474879088190990468d960b26739`	completed	April 19, 2026, 9:21 p.m.
NED2	Entity disambiguation (via description)	`batch_69e54eccdd3881908536ee3f9f4ef516`	completed	April 19, 2026, 9:53 p.m.

Created at: April 8, 2026, 9:31 p.m.