Triple

T10293371
Position Surface form Disambiguated ID Type / Status
Subject Need for Speed E241418 entity
Predicate hasPart P35 FINISHED
Object Need for Speed: Shift
Need for Speed: Shift is a simulation-oriented racing video game in the Need for Speed series that emphasizes realistic driving physics and cockpit-based racing.
 E874705 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: Shift | Statement: [Need for Speed, hasPart, Need for Speed: Shift]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need for Speed: Shift
Context triple: [Need for Speed, hasPart, Need for Speed: Shift]
  • A. 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.
  • B. 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.
  • C. Need for Speed: Undercover
    Need for Speed: Undercover is a racing video game in the Need for Speed series that features an undercover cop narrative, open-world driving, and high-speed police chases.
  • D. 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.
  • E. Need for Speed: Underground
    Need for Speed: Underground is a street-racing video game in the Need for Speed series that popularized tuner culture, car customization, and urban night racing.
  • 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: Shift
Triple: [Need for Speed, hasPart, Need for Speed: Shift]
Generated description
Need for Speed: Shift is a simulation-oriented racing video game in the Need for Speed series that emphasizes realistic driving physics and cockpit-based racing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need for Speed: Shift
Target entity description: Need for Speed: Shift is a simulation-oriented racing video game in the Need for Speed series that emphasizes realistic driving physics and cockpit-based racing.
  • A. 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.
  • B. 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.
  • C. Need for Speed: Undercover
    Need for Speed: Undercover is a racing video game in the Need for Speed series that features an undercover cop narrative, open-world driving, and high-speed police chases.
  • D. 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.
  • E. Need for Speed: Underground
    Need for Speed: Underground is a street-racing video game in the Need for Speed series that popularized tuner culture, car customization, and urban night racing.
  • 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_69d95e437d4481908a722a6648b62b39 completed April 10, 2026, 8:32 p.m.
NEDg Description generation batch_69d96296e1a0819099dc7f778afe7bd7 completed April 10, 2026, 8:50 p.m.
NED2 Entity disambiguation (via description) batch_69d9635c849c8190b5fff3d9db3b33a1 completed April 10, 2026, 8:53 p.m.
Created at: April 6, 2026, 11:42 a.m.