Triple

T1748712
Position Surface form Disambiguated ID Type / Status
Subject Fast & Furious Presents: Hobbs & Shaw E38391 entity
Predicate character P662 FINISHED
Object Luke Hobbs
Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
E197199 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: Luke Hobbs | Statement: [Fast & Furious Presents: Hobbs & Shaw, character, Luke Hobbs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luke Hobbs
Context triple: [Fast & Furious Presents: Hobbs & Shaw, character, Luke Hobbs]
  • A. Hank Mann
    Hank Mann was a prolific silent film comedian and character actor, best known as one of the original Keystone Cops and for his numerous supporting roles in early Hollywood comedies.
  • B. Harry Hawk
    Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
  • C. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • D. Captain Weaver
    Captain Weaver is a hardened, pragmatic military leader who commands the 2nd Massachusetts resistance regiment in the post-apocalyptic sci‑fi TV series "Falling Skies."
  • E. Maxim Knight
    Maxim Knight is an American actor best known for his role as Matt Mason on the science fiction television series "Falling Skies."
  • 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: Luke Hobbs
Triple: [Fast & Furious Presents: Hobbs & Shaw, character, Luke Hobbs]
Generated description
Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luke Hobbs
Target entity description: Luke Hobbs is a hulking, no-nonsense DSS agent and fan-favorite action hero from the Fast & Furious franchise known for his brute strength, loyalty, and deadpan humor.
  • A. Hank Mann
    Hank Mann was a prolific silent film comedian and character actor, best known as one of the original Keystone Cops and for his numerous supporting roles in early Hollywood comedies.
  • B. Harry Hawk
    Harry Hawk is the main bird-themed mascot of Japan’s Fukuoka SoftBank Hawks professional baseball team, known for entertaining fans at games and events.
  • C. Chris DeWolfe
    Chris DeWolfe is an American entrepreneur best known as the co-creator and former CEO of the pioneering social networking site MySpace.
  • D. Captain Weaver
    Captain Weaver is a hardened, pragmatic military leader who commands the 2nd Massachusetts resistance regiment in the post-apocalyptic sci‑fi TV series "Falling Skies."
  • E. Maxim Knight
    Maxim Knight is an American actor best known for his role as Matt Mason on the science fiction television series "Falling Skies."
  • 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_69a8862b01a48190ab47209063af82d9 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63ee4d2081909dfd6d3244228c56 completed March 6, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0e21e58819082943212bd725581 completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a2fb9481909d9ed587921ca6b6 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada4dfc9188190845a4e4490318d68 completed March 8, 2026, 4:33 p.m.
Created at: March 4, 2026, 7:31 p.m.