Triple

T10293362
Position Surface form Disambiguated ID Type / Status
Subject Need for Speed E241418 entity
Predicate hasPart P35 FINISHED
Object 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.
 E860501 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: High Stakes | Statement: [Need for Speed, hasPart, Need for Speed: High Stakes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need for Speed: High Stakes
Context triple: [Need for Speed, hasPart, Need for Speed: High Stakes]
  • A. 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.
  • B. 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.
  • C. Need for Speed: Most Wanted (2012 video game)
    Need for Speed: Most Wanted (2012 video game) is an open-world racing game by Criterion Games that emphasizes high-speed police chases, competitive multiplayer, and exploration within the fictional city of Fairhaven.
  • D. Need for Speed (video game series)
    Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
  • E. Need for Speed (2014 film)
    Need for Speed (2014 film) is an action-packed racing movie based on the popular video game series, following a street racer seeking revenge through high-stakes cross-country car battles.
  • 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: High Stakes
Triple: [Need for Speed, hasPart, Need for Speed: High Stakes]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need for Speed: High Stakes
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Need for Speed: Most Wanted (2012 video game)
    Need for Speed: Most Wanted (2012 video game) is an open-world racing game by Criterion Games that emphasizes high-speed police chases, competitive multiplayer, and exploration within the fictional city of Fairhaven.
  • D. Need for Speed (video game series)
    Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
  • E. Need for Speed (2014 film)
    Need for Speed (2014 film) is an action-packed racing movie based on the popular video game series, following a street racer seeking revenge through high-stakes cross-country car battles.
  • 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_69d794d34978819083ce709fa2dcaca7 completed April 9, 2026, noon
NEDg Description generation batch_69d7bdde34408190a047ede29b91e182 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e5fc6a008190b2a2326840074b53 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 11:42 a.m.