Triple

T17748599
Position Surface form Disambiguated ID Type / Status
Subject Andy On E443051 entity
Predicate notableWork P4 FINISHED
Object Undercover Punch and Gun
Undercover Punch and Gun is a Hong Kong action film featuring Andy On in a story about an undercover cop infiltrating a drug ring.
E1286063 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: Undercover Punch and Gun | Statement: [Andy On, notableWork, Undercover Punch and Gun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Undercover Punch and Gun
Context triple: [Andy On, notableWork, Undercover Punch and Gun]
  • A. Roll with the Punches
    "Roll with the Punches" is a track from the punk rock band Teenage Bottlerocket, featured on their album "We’re All Gonna Die."
  • B. Bust 'Em Up
    "Bust 'Em Up" is an electronic dance track by Italian DJ and production duo Crookers, known for its energetic, bass-heavy club sound.
  • C. Street Punks
    "Street Punks" is a song by American rapper Vince Staples, known for its gritty lyricism and atmospheric, West Coast-influenced production.
  • D. Pocket Gangsters
    Pocket Gangsters is a Hindi-language crime thriller film centered on kidnapping and underworld dealings.
  • E. Punch (album)
    Punch is the 2008 debut studio album by progressive bluegrass band Punch Brothers, showcasing their intricate compositions and genre-blending acoustic sound.
  • 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: Undercover Punch and Gun
Triple: [Andy On, notableWork, Undercover Punch and Gun]
Generated description
Undercover Punch and Gun is a Hong Kong action film featuring Andy On in a story about an undercover cop infiltrating a drug ring.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Undercover Punch and Gun
Target entity description: Undercover Punch and Gun is a Hong Kong action film featuring Andy On in a story about an undercover cop infiltrating a drug ring.
  • A. Roll with the Punches
    "Roll with the Punches" is a track from the punk rock band Teenage Bottlerocket, featured on their album "We’re All Gonna Die."
  • B. Bust 'Em Up
    "Bust 'Em Up" is an electronic dance track by Italian DJ and production duo Crookers, known for its energetic, bass-heavy club sound.
  • C. Street Punks
    "Street Punks" is a song by American rapper Vince Staples, known for its gritty lyricism and atmospheric, West Coast-influenced production.
  • D. Pocket Gangsters
    Pocket Gangsters is a Hindi-language crime thriller film centered on kidnapping and underworld dealings.
  • E. Punch (album)
    Punch is the 2008 debut studio album by progressive bluegrass band Punch Brothers, showcasing their intricate compositions and genre-blending acoustic sound.
  • 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_69d8b9ed3a2081909b2ec0d4dd2f4c37 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47ad46a50819089c87f74efe3c7ca completed April 19, 2026, 6:48 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02430296708190a2e68097b69f2f37 completed May 11, 2026, 8:58 p.m.
NEDg Description generation batch_6a024810afec8190bfe11b35bb1853ac completed May 11, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_6a0248e4d7548190b23a70068868b2f9 completed May 11, 2026, 9:23 p.m.
Created at: April 10, 2026, 10:10 a.m.