Triple

T13736252
Position Surface form Disambiguated ID Type / Status
Subject Five Deadly Venoms E329953 entity
Predicate starring P1507 FINISHED
Object Lo Mang
Lo Mang is a Hong Kong martial arts film actor best known as a member of the Shaw Brothers “Venom Mob,” famed for his powerful physique and roles in classic kung fu films of the 1970s and 1980s.
E1057326 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: Lo Mang | Statement: [Five Deadly Venoms, starring, Lo Mang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lo Mang
Context triple: [Five Deadly Venoms, starring, Lo Mang]
  • A. Lamkang
    Lamkang is a Tibeto-Burman language spoken by the Lamkang people, primarily in parts of Northeast India and Myanmar.
  • B. Chang Naga
    Chang Naga are an indigenous Naga ethnic group of northeastern India, known for their distinct language, traditional warrior culture, and rich ceremonial practices.
  • C. Mangdechhu
    Mangdechhu is a river in Bhutan known for flowing through ecologically rich protected areas and hosting major hydropower projects.
  • D. Chienti
    The Chienti is a river in the Marche region of central Italy that flows through the province of Macerata before emptying into the Adriatic Sea.
  • E. Doyang River
    Doyang River is a scenic river in Nagaland, India, known for its reservoir, hydroelectric project, and rich birdlife, especially migratory Amur falcons.
  • 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: Lo Mang
Triple: [Five Deadly Venoms, starring, Lo Mang]
Generated description
Lo Mang is a Hong Kong martial arts film actor best known as a member of the Shaw Brothers “Venom Mob,” famed for his powerful physique and roles in classic kung fu films of the 1970s and 1980s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lo Mang
Target entity description: Lo Mang is a Hong Kong martial arts film actor best known as a member of the Shaw Brothers “Venom Mob,” famed for his powerful physique and roles in classic kung fu films of the 1970s and 1980s.
  • A. Lamkang
    Lamkang is a Tibeto-Burman language spoken by the Lamkang people, primarily in parts of Northeast India and Myanmar.
  • B. Chang Naga
    Chang Naga are an indigenous Naga ethnic group of northeastern India, known for their distinct language, traditional warrior culture, and rich ceremonial practices.
  • C. Mangdechhu
    Mangdechhu is a river in Bhutan known for flowing through ecologically rich protected areas and hosting major hydropower projects.
  • D. Chienti
    The Chienti is a river in the Marche region of central Italy that flows through the province of Macerata before emptying into the Adriatic Sea.
  • E. Doyang River
    Doyang River is a scenic river in Nagaland, India, known for its reservoir, hydroelectric project, and rich birdlife, especially migratory Amur falcons.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de020351fc8190a554a48c552e83b5 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79d68da04819089c95d9bfedc7496 completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79f1051b48190ac4704b43e759237 completed May 3, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69f79fdf974081909108b0fd89e76d56 completed May 3, 2026, 7:19 p.m.
Created at: April 9, 2026, 9:55 p.m.