Triple

T10293375

Position	Surface form	Disambiguated ID	Type / Status
Subject	Need for Speed	`E241418`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Need for Speed: Hot Pursuit (2010 video game) Need for Speed: Hot Pursuit (2010 video game) is an arcade-style racing game developed by Criterion Games that focuses on high-speed police chases and exotic cars in an open-world setting.	`E878528`	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: Need for Speed: Hot Pursuit (2010 video game) | Statement: [Need for Speed, hasPart, Need for Speed: Hot Pursuit (2010 video game)]

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

Target entity: Need for Speed: Hot Pursuit (2010 video game)
Context triple: [Need for Speed, hasPart, Need for Speed: Hot Pursuit (2010 video game)]

A. Need for Speed: Hot Pursuit 2
Need for Speed: Hot Pursuit 2 is an arcade-style racing video game known for its high-speed police chases, exotic cars, and scenic tracks, released as part of the long-running Need for Speed franchise.
B. Need for Speed III: Hot Pursuit
Need for Speed III: Hot Pursuit is a 1998 arcade-style racing video game known for its exotic cars, police chases, and high-speed pursuits, and is one of the most popular entries in the Need for Speed series.
C. Need for Speed: High Stakes
Need for Speed: High Stakes is a late-1990s racing video game in the Need for Speed series known for its high-speed police chases, car damage modeling, and emphasis on risk-and-reward gameplay.
D. Need for Speed (2015 video game)
Need for Speed (2015 video game) is a racing title by Ghost Games and Electronic Arts that reboots the long-running franchise with an open-world setting, live-action story elements, and a focus on car customization and street racing culture.
E. Need for Speed: World
Need for Speed: World is a free-to-play, massively multiplayer online racing game set in an open-world environment that combines locations and cars from across the Need for Speed series.
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: Need for Speed: Hot Pursuit (2010 video game)
Triple: [Need for Speed, hasPart, Need for Speed: Hot Pursuit (2010 video game)]

Generated description

Need for Speed: Hot Pursuit (2010 video game) is an arcade-style racing game developed by Criterion Games that focuses on high-speed police chases and exotic cars in an open-world setting.

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

Target entity: Need for Speed: Hot Pursuit (2010 video game)
Target entity description: Need for Speed: Hot Pursuit (2010 video game) is an arcade-style racing game developed by Criterion Games that focuses on high-speed police chases and exotic cars in an open-world setting.

A. Need for Speed: Hot Pursuit 2
Need for Speed: Hot Pursuit 2 is an arcade-style racing video game known for its high-speed police chases, exotic cars, and scenic tracks, released as part of the long-running Need for Speed franchise.
B. Need for Speed III: Hot Pursuit
Need for Speed III: Hot Pursuit is a 1998 arcade-style racing video game known for its exotic cars, police chases, and high-speed pursuits, and is one of the most popular entries in the Need for Speed series.
C. Need for Speed: High Stakes
Need for Speed: High Stakes is a late-1990s racing video game in the Need for Speed series known for its high-speed police chases, car damage modeling, and emphasis on risk-and-reward gameplay.
D. Need for Speed (2015 video game)
Need for Speed (2015 video game) is a racing title by Ghost Games and Electronic Arts that reboots the long-running franchise with an open-world setting, live-action story elements, and a focus on car customization and street racing culture.
E. Need for Speed: World
Need for Speed: World is a free-to-play, massively multiplayer online racing game set in an open-world environment that combines locations and cars from across the Need for Speed series.
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_69d381aaafc08190af475ef58dc16aba`	completed	April 6, 2026, 9:49 a.m.
NER	Named-entity recognition	`batch_69d4d2d46fb08190b7694290692e47dc`	completed	April 7, 2026, 9:48 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d98811fd3881909369e0f00f2a8267`	completed	April 10, 2026, 11:30 p.m.
NEDg	Description generation	`batch_69d98bf7a070819097b41b5018ef21f9`	completed	April 10, 2026, 11:47 p.m.
NED2	Entity disambiguation (via description)	`batch_69d98c5d0d088190bbcf08b3b5b14b49`	completed	April 10, 2026, 11:48 p.m.

Created at: April 6, 2026, 11:42 a.m.