Triple

T1817285
Position Surface form Disambiguated ID Type / Status
Subject Pump It E40462 entity
Predicate musicVideoDirector P4911 FINISHED
Object Francis Lawrence
Francis Lawrence is an American filmmaker best known for directing major Hollywood films like several entries in The Hunger Games series as well as high-profile music videos for artists such as The Black Eyed Peas.
E217172 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: Francis Lawrence | Statement: [Pump It, musicVideoDirector, Francis Lawrence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Lawrence
Context triple: [Pump It, musicVideoDirector, Francis Lawrence]
  • A. James Wan
    James Wan is a Malaysian-Australian filmmaker best known for creating the Saw and The Conjuring horror franchises and directing major blockbuster films in the DC Extended Universe.
  • B. David Ayer
    David Ayer is an American filmmaker best known for writing and directing gritty crime dramas and the comic-book film "Suicide Squad."
  • C. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • D. Michael Cuesta
    Michael Cuesta is an American film and television director and producer known for his work on series such as Homeland, Dexter, and Six Feet Under.
  • E. Mike Donovan
    Mike Donovan is a recurring human character in Isaac Asimov’s Robot series, known as a field tester and troubleshooter who works closely with experimental robots.
  • 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: Francis Lawrence
Triple: [Pump It, musicVideoDirector, Francis Lawrence]
Generated description
Francis Lawrence is an American filmmaker best known for directing major Hollywood films like several entries in The Hunger Games series as well as high-profile music videos for artists such as The Black Eyed Peas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Lawrence
Target entity description: Francis Lawrence is an American filmmaker best known for directing major Hollywood films like several entries in The Hunger Games series as well as high-profile music videos for artists such as The Black Eyed Peas.
  • A. James Wan
    James Wan is a Malaysian-Australian filmmaker best known for creating the Saw and The Conjuring horror franchises and directing major blockbuster films in the DC Extended Universe.
  • B. David Ayer
    David Ayer is an American filmmaker best known for writing and directing gritty crime dramas and the comic-book film "Suicide Squad."
  • C. Joe Carnahan
    Joe Carnahan is an American filmmaker known for his stylish, high-energy action and crime films such as "Narc," "The Grey," and "Smokin' Aces."
  • D. Michael Cuesta
    Michael Cuesta is an American film and television director and producer known for his work on series such as Homeland, Dexter, and Six Feet Under.
  • E. Mike Donovan
    Mike Donovan is a recurring human character in Isaac Asimov’s Robot series, known as a field tester and troubleshooter who works closely with experimental robots.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa65f7b84081909005ce36ef1199db completed March 6, 2026, 5:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69adf3c39a448190923588d9c07313e1 completed March 8, 2026, 10:10 p.m.
NEDg Description generation batch_69adf598ee5c819081549042859e076f completed March 8, 2026, 10:18 p.m.
NED2 Entity disambiguation (via description) batch_69adf6a6cc18819092a4e6535ce1376c completed March 8, 2026, 10:22 p.m.
Created at: March 4, 2026, 7:32 p.m.