Triple

T15715673
Position Surface form Disambiguated ID Type / Status
Subject Lethal Weapon 4 E380951 entity
Predicate hasSequel P1961 FINISHED
Object Lethal Weapon 5 (announced/development)
Lethal Weapon 5 is a planned continuation of the popular buddy-cop action-comedy film series featuring the characters of detectives Riggs and Murtaugh.
E1172098 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: Lethal Weapon 5 (announced/development) | Statement: [Lethal Weapon 4, hasSequel, Lethal Weapon 5 (announced/development)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lethal Weapon 5 (announced/development)
Context triple: [Lethal Weapon 4, hasSequel, Lethal Weapon 5 (announced/development)]
  • A. Lethal Weapon 4
    Lethal Weapon 4 is a 1998 action-comedy film and the fourth installment in the popular Lethal Weapon buddy-cop franchise, co-starring Danny Glover and Mel Gibson.
  • B. Lethal Weapon (TV series)
    Lethal Weapon is an American action-comedy television series based on the film franchise, following mismatched LAPD detectives as they tackle high-stakes cases with a blend of intense action and humor.
  • C. Lethal Weapon 3
    Lethal Weapon 3 is a 1992 action-comedy film in the Lethal Weapon franchise, following LAPD detectives Riggs and Murtaugh as they battle an ex-cop turned arms dealer.
  • D. Lethal Weapon 2
    Lethal Weapon 2 is a 1989 action-comedy film and the second installment in the Lethal Weapon franchise, following Los Angeles detectives Riggs and Murtaugh as they confront South African drug smugglers.
  • E. Lethal Weapon
    Lethal Weapon is a 1987 action-comedy film that popularized the buddy-cop genre through its mix of intense action, dark humor, and the dynamic partnership of Mel Gibson and Danny Glover.
  • 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: Lethal Weapon 5 (announced/development)
Triple: [Lethal Weapon 4, hasSequel, Lethal Weapon 5 (announced/development)]
Generated description
Lethal Weapon 5 is a planned continuation of the popular buddy-cop action-comedy film series featuring the characters of detectives Riggs and Murtaugh.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lethal Weapon 5 (announced/development)
Target entity description: Lethal Weapon 5 is a planned continuation of the popular buddy-cop action-comedy film series featuring the characters of detectives Riggs and Murtaugh.
  • A. Lethal Weapon 4
    Lethal Weapon 4 is a 1998 action-comedy film and the fourth installment in the popular Lethal Weapon buddy-cop franchise, co-starring Danny Glover and Mel Gibson.
  • B. Lethal Weapon (TV series)
    Lethal Weapon is an American action-comedy television series based on the film franchise, following mismatched LAPD detectives as they tackle high-stakes cases with a blend of intense action and humor.
  • C. Lethal Weapon 3
    Lethal Weapon 3 is a 1992 action-comedy film in the Lethal Weapon franchise, following LAPD detectives Riggs and Murtaugh as they battle an ex-cop turned arms dealer.
  • D. Lethal Weapon 2
    Lethal Weapon 2 is a 1989 action-comedy film and the second installment in the Lethal Weapon franchise, following Los Angeles detectives Riggs and Murtaugh as they confront South African drug smugglers.
  • E. Lethal Weapon
    Lethal Weapon is a 1987 action-comedy film that popularized the buddy-cop genre through its mix of intense action, dark humor, and the dynamic partnership of Mel Gibson and Danny Glover.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f91beb08190bd91bf9306737c3b completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff7581302c8190918266f04bcf2231 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff763d40348190bf102da746420390 completed May 9, 2026, 6 p.m.
NED2 Entity disambiguation (via description) batch_69ff76ec45948190bee47609c0d2fd10 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.