Triple

T3043490
Position Surface form Disambiguated ID Type / Status
Subject Den of Thieves E83185 entity
Predicate mainCharacter P1183 FINISHED
Object Nick "Big Nick" O'Brien
Nick "Big Nick" O'Brien is a hard-edged, morally ambiguous Los Angeles County Sheriff's Department detective known for his relentless pursuit of a crew of elite bank robbers in the crime thriller "Den of Thieves."
E321067 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: Nick "Big Nick" O'Brien | Statement: [Den of Thieves, mainCharacter, Nick "Big Nick" O'Brien]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nick "Big Nick" O'Brien
Context triple: [Den of Thieves, mainCharacter, Nick "Big Nick" O'Brien]
  • A. Albie O'Connell
    Albie O'Connell is an American ice hockey coach and former player best known for serving as the head coach of the Boston University Terriers men's ice hockey program.
  • B. Roy Coyle
    Roy Coyle is a highly successful Northern Irish football manager best known for his trophy-laden spell in charge of Linfield FC.
  • C. Mickey Madden
    Mickey Madden is an American musician best known as the longtime bassist for the pop-rock band Maroon 5.
  • D. Joe Mullaney
    Joe Mullaney was a prominent American basketball coach known for his successful stints in college basketball and the ABA, including leading the Kentucky Colonels.
  • E. Billy L. Sullivan
    Billy L. Sullivan is an American actor best known for his role on the sitcom "The Golden Palace."
  • 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: Nick "Big Nick" O'Brien
Triple: [Den of Thieves, mainCharacter, Nick "Big Nick" O'Brien]
Generated description
Nick "Big Nick" O'Brien is a hard-edged, morally ambiguous Los Angeles County Sheriff's Department detective known for his relentless pursuit of a crew of elite bank robbers in the crime thriller "Den of Thieves."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nick "Big Nick" O'Brien
Target entity description: Nick "Big Nick" O'Brien is a hard-edged, morally ambiguous Los Angeles County Sheriff's Department detective known for his relentless pursuit of a crew of elite bank robbers in the crime thriller "Den of Thieves."
  • A. Albie O'Connell
    Albie O'Connell is an American ice hockey coach and former player best known for serving as the head coach of the Boston University Terriers men's ice hockey program.
  • B. Roy Coyle
    Roy Coyle is a highly successful Northern Irish football manager best known for his trophy-laden spell in charge of Linfield FC.
  • C. Mickey Madden
    Mickey Madden is an American musician best known as the longtime bassist for the pop-rock band Maroon 5.
  • D. Joe Mullaney
    Joe Mullaney was a prominent American basketball coach known for his successful stints in college basketball and the ABA, including leading the Kentucky Colonels.
  • E. Billy L. Sullivan
    Billy L. Sullivan is an American actor best known for his role on the sitcom "The Golden Palace."
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b5ec5988190b8b6c95c743c6d1e completed March 8, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ded35e008190be7dd72aa7537a3b completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1dfa2fb28819089d7d76d9dc72e06 completed March 11, 2026, 9:33 p.m.
NED2 Entity disambiguation (via description) batch_69b1e0243a848190bce24d035a79fc0a completed March 11, 2026, 9:35 p.m.
Created at: March 8, 2026, 3:01 p.m.