Triple

T10293379
Position Surface form Disambiguated ID Type / Status
Subject Need for Speed E241418 entity
Predicate hasPart P35 FINISHED
Object 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.
 E855867 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 (2015 video game) | Statement: [Need for Speed, hasPart, Need for Speed (2015 video game)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Need for Speed (2015 video game)
Context triple: [Need for Speed, hasPart, Need for Speed (2015 video game)]
  • 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. 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.
  • C. Speed (franchise)
    Speed is an American action-thriller film franchise best known for its high-stakes, vehicle-based suspense and its breakout 1994 film starring Keanu Reeves and Sandra Bullock.
  • D. Grand Theft Auto V
    Grand Theft Auto V is an open-world action-adventure video game set in the fictional state of San Andreas, renowned for its expansive sandbox gameplay, multi-protagonist story, and enduring popularity in both single-player and online modes.
  • E. Racer
    Racer is a classic wooden racing roller coaster located at Kennywood amusement park in Pennsylvania.
  • 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 (2015 video game)
Triple: [Need for Speed, hasPart, Need for Speed (2015 video game)]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Need for Speed (2015 video game)
Target entity description: 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.
  • 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. 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.
  • C. Speed (franchise)
    Speed is an American action-thriller film franchise best known for its high-stakes, vehicle-based suspense and its breakout 1994 film starring Keanu Reeves and Sandra Bullock.
  • D. Grand Theft Auto V
    Grand Theft Auto V is an open-world action-adventure video game set in the fictional state of San Andreas, renowned for its expansive sandbox gameplay, multi-protagonist story, and enduring popularity in both single-player and online modes.
  • E. Racer
    Racer is a classic wooden racing roller coaster located at Kennywood amusement park in Pennsylvania.
  • 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_69d71d1c180481909ca9983e14cbb931 completed April 9, 2026, 3:29 a.m.
NEDg Description generation batch_69d73182d7548190ac15093aa7001db7 completed April 9, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69d7336c06308190ac72154134a26842 completed April 9, 2026, 5:04 a.m.
Created at: April 6, 2026, 11:42 a.m.