Triple

T20877115
Position Surface form Disambiguated ID Type / Status
Subject Stephen J. Cannell Productions E514047 entity
Predicate notableWork P4 FINISHED
Object Broken Badges
Broken Badges is an early-1990s American crime drama television series about a group of troubled police officers reassigned to an unconventional undercover unit.
E1454667 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: Broken Badges | Statement: [Stephen J. Cannell Productions, notableWork, Broken Badges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broken Badges
Context triple: [Stephen J. Cannell Productions, notableWork, Broken Badges]
  • A. Badge of Evil
    Badge of Evil is a 1956 crime novel by Whit Masterson that served as the basis for Orson Welles’s classic film noir "Touch of Evil."
  • B. Broken Flag
    "Broken Flag" is a song by the Canadian singer-songwriter Neil Young, featured on his 1980 album "Hawks & Doves."
  • C. The Badness
    "The Badness" is a track from the hip-hop mixtape "The Warm Up" by rapper J. Cole.
  • D. The Criminals
    The Criminals were a short-lived punk rock band formed by New York Dolls guitarist Sylvain Sylvain after the Dolls' breakup.
  • E. The Criminals
    The Criminals is a punk rock band known for featuring guitarist Jason White, who later gained prominence with Green Day.
  • 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: Broken Badges
Triple: [Stephen J. Cannell Productions, notableWork, Broken Badges]
Generated description
Broken Badges is an early-1990s American crime drama television series about a group of troubled police officers reassigned to an unconventional undercover unit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broken Badges
Target entity description: Broken Badges is an early-1990s American crime drama television series about a group of troubled police officers reassigned to an unconventional undercover unit.
  • A. Badge of Evil
    Badge of Evil is a 1956 crime novel by Whit Masterson that served as the basis for Orson Welles’s classic film noir "Touch of Evil."
  • B. Broken Flag
    "Broken Flag" is a song by the Canadian singer-songwriter Neil Young, featured on his 1980 album "Hawks & Doves."
  • C. The Badness
    "The Badness" is a track from the hip-hop mixtape "The Warm Up" by rapper J. Cole.
  • D. The Criminals
    The Criminals were a short-lived punk rock band formed by New York Dolls guitarist Sylvain Sylvain after the Dolls' breakup.
  • E. The Criminals
    The Criminals is a punk rock band known for featuring guitarist Jason White, who later gained prominence with Green Day.
  • 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_69e0b4f733f081908a401c0b7beb0b9f completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c6767ec0819080721e2e75bd0d66 completed April 21, 2026, 12:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0913a06c208190963a53d5ac5399c5 completed May 17, 2026, 1:02 a.m.
NEDg Description generation batch_6a09140b17988190ab1e636b65b0e293 completed May 17, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_6a09146d53248190a68602a0804afde7 completed May 17, 2026, 1:05 a.m.
Created at: April 16, 2026, 12:45 p.m.