Triple

T2432278

Position	Surface form	Disambiguated ID	Type / Status
Subject	Treyarch	`E52872`	entity
Predicate	notableSeries	`P3199`	FINISHED
Object	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.	`E274949`	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: Black Ops | Statement: [Treyarch, notableSeries, Call of Duty: Black Ops]

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

Target entity: Call of Duty: Black Ops
Context triple: [Treyarch, notableSeries, Call of Duty: Black Ops]

A. Call of Duty: Black Ops II
Call of Duty: Black Ops II is a futuristic first-person shooter video game known for its branching campaign storyline, competitive multiplayer, and expanded Zombies mode within the Call of Duty franchise.
B. Call of Duty: Black Ops III
Call of Duty: Black Ops III is a futuristic first-person shooter video game in the Call of Duty series, featuring a campaign, competitive multiplayer, and cooperative Zombies mode.
C. Call of Duty: Black Ops 4
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
D. Call of Duty: Modern Warfare 3
Call of Duty: Modern Warfare 3 is a first-person shooter video game in the long-running Call of Duty franchise, known for its cinematic single-player campaign and fast-paced multiplayer warfare.
E. Call of Duty 4: Modern Warfare
Call of Duty 4: Modern Warfare is a landmark first-person shooter video game that revolutionized the genre with its cinematic single-player campaign and highly influential online multiplayer.
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: Black Ops
Triple: [Treyarch, notableSeries, Call of Duty: Black Ops]

Generated description

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.

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

Target entity: Call of Duty: Black Ops
Target entity description: 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.

A. Call of Duty: Black Ops II
Call of Duty: Black Ops II is a futuristic first-person shooter video game known for its branching campaign storyline, competitive multiplayer, and expanded Zombies mode within the Call of Duty franchise.
B. Call of Duty: Black Ops III
Call of Duty: Black Ops III is a futuristic first-person shooter video game in the Call of Duty series, featuring a campaign, competitive multiplayer, and cooperative Zombies mode.
C. Call of Duty: Black Ops 4
Call of Duty: Black Ops 4 is a 2018 first-person shooter video game in the Call of Duty franchise, known for its multiplayer focus, Zombies mode, and the Blackout battle royale experience.
D. Call of Duty: Modern Warfare 3
Call of Duty: Modern Warfare 3 is a first-person shooter video game in the long-running Call of Duty franchise, known for its cinematic single-player campaign and fast-paced multiplayer warfare.
E. Call of Duty 4: Modern Warfare
Call of Duty 4: Modern Warfare is a landmark first-person shooter video game that revolutionized the genre with its cinematic single-player campaign and highly influential online multiplayer.
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_69af2b72fa288190846e4e68b912c7dc`	completed	March 9, 2026, 8:20 p.m.
NEDg	Description generation	`batch_69af4fbf48648190ac711a2e1974f9b7`	completed	March 9, 2026, 10:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69af50551fd88190829d20ab2be426d4`	completed	March 9, 2026, 10:57 p.m.

Created at: March 6, 2026, 9:43 p.m.