Triple

T3189731
Position Surface form Disambiguated ID Type / Status
Subject Michael O'Herlihy E66790 entity
Predicate notableWork P4 FINISHED
Object Kung Fu
Kung Fu is a 1970s American television series that blends martial arts action with Western drama, following a Shaolin monk’s spiritual and physical journey across the American Old West.
E336562 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: Kung Fu | Statement: [Michael O'Herlihy, notableWork, Kung Fu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kung Fu
Context triple: [Michael O'Herlihy, notableWork, Kung Fu]
  • A. Shaolin Kung Fu
    Shaolin Kung Fu is a historic Chinese martial arts tradition renowned for its rigorous physical training, intricate techniques, and deep roots in Chan (Zen) Buddhism.
  • B. Man of Tai Chi
    Man of Tai Chi is a 2013 martial arts film, directed by and co-starring Keanu Reeves, that follows a young fighter drawn into an underground fighting ring in modern-day Beijing.
  • C. Once Upon a Time in Shaolin
    Once Upon a Time in Shaolin is an ultra-rare, single-copy studio album by the Wu-Tang Clan, conceived as both a musical work and a high-value art object.
  • D. Crouching Tiger, Hidden Dragon
    Crouching Tiger, Hidden Dragon is a critically acclaimed wuxia martial arts film renowned for its poetic storytelling, balletic fight choreography, and international impact on world cinema.
  • E. I Wor Kuen
    I Wor Kuen was a radical Asian American Marxist-Leninist organization active in the late 1960s and 1970s that played a key role in community organizing, anti-imperialist activism, and the broader Asian American liberation movement.
  • 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: Kung Fu
Triple: [Michael O'Herlihy, notableWork, Kung Fu]
Generated description
Kung Fu is a 1970s American television series that blends martial arts action with Western drama, following a Shaolin monk’s spiritual and physical journey across the American Old West.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kung Fu
Target entity description: Kung Fu is a 1970s American television series that blends martial arts action with Western drama, following a Shaolin monk’s spiritual and physical journey across the American Old West.
  • A. Shaolin Kung Fu
    Shaolin Kung Fu is a historic Chinese martial arts tradition renowned for its rigorous physical training, intricate techniques, and deep roots in Chan (Zen) Buddhism.
  • B. Man of Tai Chi
    Man of Tai Chi is a 2013 martial arts film, directed by and co-starring Keanu Reeves, that follows a young fighter drawn into an underground fighting ring in modern-day Beijing.
  • C. Once Upon a Time in Shaolin
    Once Upon a Time in Shaolin is an ultra-rare, single-copy studio album by the Wu-Tang Clan, conceived as both a musical work and a high-value art object.
  • D. Crouching Tiger, Hidden Dragon
    Crouching Tiger, Hidden Dragon is a critically acclaimed wuxia martial arts film renowned for its poetic storytelling, balletic fight choreography, and international impact on world cinema.
  • E. I Wor Kuen
    I Wor Kuen was a radical Asian American Marxist-Leninist organization active in the late 1960s and 1970s that played a key role in community organizing, anti-imperialist activism, and the broader Asian American liberation movement.
  • 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_69ad8588ba18819086a10951c32ecb80 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada6e67e948190afbd9cc6a3ade415 completed March 8, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b9a9bc88190b7090bda8fe6260c completed March 12, 2026, 5:14 a.m.
NEDg Description generation batch_69b24d677ca8819094cb03360ac885da completed March 12, 2026, 5:21 a.m.
NED2 Entity disambiguation (via description) batch_69b25178f3c08190be78bdbd0cdfc5f3 completed March 12, 2026, 5:39 a.m.
Created at: March 8, 2026, 3:07 p.m.