Triple

T15576506
Position Surface form Disambiguated ID Type / Status
Subject For Queen and Country E374382 entity
Predicate director P255 FINISHED
Object Martin Stellman
Martin Stellman is a British filmmaker and screenwriter known for his work on socially conscious dramas such as "For Queen and Country" and "Quadrophenia."
 E1164662 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: Martin Stellman | Statement: [For Queen and Country, director, Martin Stellman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martin Stellman
Context triple: [For Queen and Country, director, Martin Stellman]
  • A. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • B. Tim Herlihy
    Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
  • C. Steve Keller
    Steve Keller is a young, idealistic homicide detective in the TV series "The Streets of San Francisco," partnered with and mentored by veteran cop Lt. Mike Stone.
  • D. Hank Greenspun
    Hank Greenspun was an American newspaper publisher, political activist, and philanthropist best known as the influential owner of the Las Vegas Sun.
  • E. Frank Jacobs
    Frank Jacobs was a prominent American humorist and satirist best known for his prolific, pun-filled song parodies and articles in Mad magazine.
  • 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: Martin Stellman
Triple: [For Queen and Country, director, Martin Stellman]
Generated description
Martin Stellman is a British filmmaker and screenwriter known for his work on socially conscious dramas such as "For Queen and Country" and "Quadrophenia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martin Stellman
Target entity description: Martin Stellman is a British filmmaker and screenwriter known for his work on socially conscious dramas such as "For Queen and Country" and "Quadrophenia."
  • A. Dave Bickler
    Dave Bickler is an American rock singer best known as the original lead vocalist of the band Survivor and for singing their hit song "Eye of the Tiger."
  • B. Tim Herlihy
    Tim Herlihy is an American screenwriter and producer best known for his long-running collaboration with Adam Sandler on numerous comedy films.
  • C. Steve Keller
    Steve Keller is a young, idealistic homicide detective in the TV series "The Streets of San Francisco," partnered with and mentored by veteran cop Lt. Mike Stone.
  • D. Hank Greenspun
    Hank Greenspun was an American newspaper publisher, political activist, and philanthropist best known as the influential owner of the Las Vegas Sun.
  • E. Frank Jacobs
    Frank Jacobs was a prominent American humorist and satirist best known for his prolific, pun-filled song parodies and articles in Mad magazine.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e22c89081909b1ec0cd36a1ef45 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4978ec8190a57de5d9a2ec6653 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4d0678648190b61fbe79a60da8ec completed May 9, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d9258148190b21201bb09e16999 completed May 9, 2026, 3:06 p.m.
Created at: April 10, 2026, 4:10 a.m.