Triple

T2199255
Position Surface form Disambiguated ID Type / Status
Subject Need for Speed (2014 film) E50450 entity
Predicate basedOn P98 FINISHED
Object 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.
E241418 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 (video game series) | Statement: [Need for Speed (2014 film), basedOn, Need for Speed (video game series)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Need for Speed (video game series)
Context triple: [Need for Speed (2014 film), basedOn, Need for Speed (video game series)]
  • A. 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.
  • B. Cars (video game)
    Cars (video game) is a racing and adventure title based on Pixar's animated film "Cars," allowing players to control characters like Lightning McQueen in story-driven and competitive driving events.
  • C. World of Speed
    World of Speed is an annual land-speed racing event held on Utah’s Bonneville Salt Flats, where drivers attempt to set speed records across various vehicle classes.
  • D. Cars (franchise)
    Cars (franchise) is a popular animated media and merchandise franchise created by Pixar and Disney, centered on anthropomorphic vehicles and best known for its feature films, spin-offs, and extensive toy lines.
  • E. Mario Kart
    Mario Kart is a long-running and hugely popular Nintendo racing game series featuring Mario characters competing in whimsical, item-filled kart races.
  • 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 (video game series)
Triple: [Need for Speed (2014 film), basedOn, Need for Speed (video game series)]
Generated description
Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Need for Speed (video game series)
Target entity description: Need for Speed is a long-running racing video game franchise known for its high-speed street racing, car customization, and police chases.
  • A. 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.
  • B. Cars (video game)
    Cars (video game) is a racing and adventure title based on Pixar's animated film "Cars," allowing players to control characters like Lightning McQueen in story-driven and competitive driving events.
  • C. World of Speed
    World of Speed is an annual land-speed racing event held on Utah’s Bonneville Salt Flats, where drivers attempt to set speed records across various vehicle classes.
  • D. Cars (franchise)
    Cars (franchise) is a popular animated media and merchandise franchise created by Pixar and Disney, centered on anthropomorphic vehicles and best known for its feature films, spin-offs, and extensive toy lines.
  • E. Mario Kart
    Mario Kart is a long-running and hugely popular Nintendo racing game series featuring Mario characters competing in whimsical, item-filled kart races.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbf9e99f08190892d34485c8f2f25 completed March 7, 2026, 6:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5dbb6e8481908610337cfd2a4bd1 completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e4a45a08190bd96af6cda06ab35 completed March 9, 2026, 5:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ec4a35c8190bffc7a183497e764 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:46 p.m.