Triple

T12171310
Position Surface form Disambiguated ID Type / Status
Subject Cus D'Amato E289971 entity
Predicate movement P81 FINISHED
Object peek-a-boo boxing school
Peek-a-boo boxing school is a boxing training style and philosophy developed by legendary trainer Cus D'Amato, emphasizing a tight guard, constant head movement, and explosive counterpunching.
 E967204 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: peek-a-boo boxing school | Statement: [Cus D'Amato, movement, peek-a-boo boxing school]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: peek-a-boo boxing school
Context triple: [Cus D'Amato, movement, peek-a-boo boxing school]
  • A. So You Wanna Be a Boxer
    "So You Wanna Be a Boxer" is a lively, vaudeville-style musical number from the 1976 film Bugsy Malone, performed as a humorous yet motivational boxing training song.
  • B. Mr. Karate
    Mr. Karate is the masked, more powerful alter ego of Takuma Sakazaki, serving as a formidable boss and iconic character in SNK’s Art of Fighting and related fighting games.
  • C. Boks
    The Boks is the popular nickname for South Africa's national rugby union team, one of the sport's most successful and iconic sides.
  • D. Accademia dei Pugni
    The Accademia dei Pugni was an 18th-century Milanese intellectual society and reformist circle known for promoting Enlightenment ideas and legal, political, and economic reforms in Habsburg Lombardy.
  • E. Boxing Helena
    Boxing Helena is a 1993 psychological thriller film about a surgeon who obsessively amputates and confines the woman he loves, known for its controversial premise and cult status.
  • 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: peek-a-boo boxing school
Triple: [Cus D'Amato, movement, peek-a-boo boxing school]
Generated description
Peek-a-boo boxing school is a boxing training style and philosophy developed by legendary trainer Cus D'Amato, emphasizing a tight guard, constant head movement, and explosive counterpunching.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: peek-a-boo boxing school
Target entity description: Peek-a-boo boxing school is a boxing training style and philosophy developed by legendary trainer Cus D'Amato, emphasizing a tight guard, constant head movement, and explosive counterpunching.
  • A. So You Wanna Be a Boxer
    "So You Wanna Be a Boxer" is a lively, vaudeville-style musical number from the 1976 film Bugsy Malone, performed as a humorous yet motivational boxing training song.
  • B. Mr. Karate
    Mr. Karate is the masked, more powerful alter ego of Takuma Sakazaki, serving as a formidable boss and iconic character in SNK’s Art of Fighting and related fighting games.
  • C. Boks
    The Boks is the popular nickname for South Africa's national rugby union team, one of the sport's most successful and iconic sides.
  • D. Accademia dei Pugni
    The Accademia dei Pugni was an 18th-century Milanese intellectual society and reformist circle known for promoting Enlightenment ideas and legal, political, and economic reforms in Habsburg Lombardy.
  • E. Boxing Helena
    Boxing Helena is a 1993 psychological thriller film about a surgeon who obsessively amputates and confines the woman he loves, known for its controversial premise and cult status.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915d9659481909c75b12aa836bbf3 completed April 10, 2026, 3:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a6de3081908e5e0030c081d5a4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f603b639208190a284fcd7e88e9d54 completed May 2, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f60491eaec8190a16472fd37740ea0 completed May 2, 2026, 2:05 p.m.
Created at: April 8, 2026, 9:50 p.m.