Triple

T10293381
Position Surface form Disambiguated ID Type / Status
Subject Need for Speed E241418 entity
Predicate hasPart P35 FINISHED
Object Need for Speed Heat
Need for Speed Heat is an open-world racing video game that blends street racing, police chases, and car customization in a fictional city inspired by Miami.
 E882340 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 Heat | Statement: [Need for Speed, hasPart, Need for Speed Heat]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need for Speed Heat
Context triple: [Need for Speed, hasPart, Need for Speed Heat]
  • A. Need for Speed: Rivals
    Need for Speed: Rivals is an open-world racing video game that blends high-speed police chases and street racing, developed by Ghost Games and Criterion Games and released in 2013.
  • B. 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.
  • C. Need for Speed Payback
    Need for Speed Payback is an action-packed racing video game set in an open-world environment, featuring cinematic heist missions, car customization, and a story-driven single-player campaign.
  • D. Need for Speed: Carbon
    Need for Speed: Carbon is a street-racing video game in the Need for Speed series, known for its canyon duels, crew-based racing, and extensive car customization.
  • E. Need for Speed: The Run
    Need for Speed: The Run is an arcade-style racing video game in the Need for Speed series that features a story-driven cross-country race across the United States.
  • 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 Heat
Triple: [Need for Speed, hasPart, Need for Speed Heat]
Generated description
Need for Speed Heat is an open-world racing video game that blends street racing, police chases, and car customization in a fictional city inspired by Miami.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need for Speed Heat
Target entity description: Need for Speed Heat is an open-world racing video game that blends street racing, police chases, and car customization in a fictional city inspired by Miami.
  • A. Need for Speed: Rivals
    Need for Speed: Rivals is an open-world racing video game that blends high-speed police chases and street racing, developed by Ghost Games and Criterion Games and released in 2013.
  • B. 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.
  • C. Need for Speed Payback
    Need for Speed Payback is an action-packed racing video game set in an open-world environment, featuring cinematic heist missions, car customization, and a story-driven single-player campaign.
  • D. Need for Speed: Carbon
    Need for Speed: Carbon is a street-racing video game in the Need for Speed series, known for its canyon duels, crew-based racing, and extensive car customization.
  • E. Need for Speed: The Run
    Need for Speed: The Run is an arcade-style racing video game in the Need for Speed series that features a story-driven cross-country race across the United States.
  • 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_69dbd93b506c8190bbff63903770355a completed April 12, 2026, 5:41 p.m.
NEDg Description generation batch_69dcad07b51081908fd66ee9ff7341f6 completed April 13, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69dd4386e3308190bb8503ce75fa628f completed April 13, 2026, 7:27 p.m.
Created at: April 6, 2026, 11:42 a.m.