Triple

T14722984
Position Surface form Disambiguated ID Type / Status
Subject Into the Storm (2014 film) E345861 entity
Predicate director P255 FINISHED
Object Steven Quale
Steven Quale is an American film director and visual effects specialist best known for directing large-scale disaster and action films such as "Into the Storm" and "Final Destination 5."
E1137277 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: Steven Quale | Statement: [Into the Storm (2014 film), director, Steven Quale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Steven Quale
Context triple: [Into the Storm (2014 film), director, Steven Quale]
  • A. Matt Squire
    Matt Squire is an American record producer and songwriter known for his work with prominent pop-punk, rock, and pop artists such as Panic! at the Disco, All Time Low, and Ariana Grande.
  • B. Steven Cauble
    Steven Cauble is an American former pastor best known as the ex-husband of actress Lisa Whelchel, who played Blair Warner on the TV series "The Facts of Life."
  • C. Paul Qualley
    Paul Qualley is a former American model and rancher best known as the ex-husband of actress Andie MacDowell and the father of actress Margaret Qualley.
  • D. Steven Pasquale
    Steven Pasquale is an American actor known for his work in television, film, and theater, including prominent roles in series like "Rescue Me" and various acclaimed stage productions.
  • E. Eric Qualen
    Eric Qualen is the ruthless criminal mastermind and primary villain in the action thriller film "Cliffhanger."
  • 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: Steven Quale
Triple: [Into the Storm (2014 film), director, Steven Quale]
Generated description
Steven Quale is an American film director and visual effects specialist best known for directing large-scale disaster and action films such as "Into the Storm" and "Final Destination 5."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Steven Quale
Target entity description: Steven Quale is an American film director and visual effects specialist best known for directing large-scale disaster and action films such as "Into the Storm" and "Final Destination 5."
  • A. Matt Squire
    Matt Squire is an American record producer and songwriter known for his work with prominent pop-punk, rock, and pop artists such as Panic! at the Disco, All Time Low, and Ariana Grande.
  • B. Steven Cauble
    Steven Cauble is an American former pastor best known as the ex-husband of actress Lisa Whelchel, who played Blair Warner on the TV series "The Facts of Life."
  • C. Paul Qualley
    Paul Qualley is a former American model and rancher best known as the ex-husband of actress Andie MacDowell and the father of actress Margaret Qualley.
  • D. Steven Pasquale
    Steven Pasquale is an American actor known for his work in television, film, and theater, including prominent roles in series like "Rescue Me" and various acclaimed stage productions.
  • E. Eric Qualen
    Eric Qualen is the ruthless criminal mastermind and primary villain in the action thriller film "Cliffhanger."
  • 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_69d822e5911c8190ba589f957dbd9ba7 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec25e9a14819081fa06fc601f295d completed April 14, 2026, 10:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69feadfd53a48190b7efaa4c470da784 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb0af0e3c8190b3a52ac0f119c9c3 completed May 9, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69feb10503b08190b57f408247d4e085 completed May 9, 2026, 3:59 a.m.
Created at: April 10, 2026, 1:29 a.m.