Triple

T21571569
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bang Bo E532295 entity
Predicate location P40 FINISHED
Object Bang Bo
Bang Bo is a locality in southern China near the Vietnamese border, historically notable as the site of a major Sino-French battle during the Sino-French War.
E1491845 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: Bang Bo | Statement: [Battle of Bang Bo, location, Bang Bo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bang Bo
Context triple: [Battle of Bang Bo, location, Bang Bo]
  • A. Boom Boom
    "Boom Boom" is a classic 1961 electric blues song by John Lee Hooker that became one of his most famous and frequently covered recordings.
  • B. Boom Boom
    Boom Boom was the nickname of Bernie Geoffrion, a Hall of Fame right winger for the Montreal Canadiens known for popularizing the slapshot in the National Hockey League.
  • C. Boom Boom
    Boom Boom is a recurring mid-boss character in the Super Mario video game series, typically depicted as a spiked-shelled Koopa-like enemy who guards fortresses and stages.
  • D. Boom-Boom
    Boom-Boom is a Marvel Comics mutant superhero known for generating explosive energy "time-bombs" and serving on teams like the New Mutants and X-Force.
  • E. Benny Boom
    Benny Boom is an American music video and film director known for his visually dynamic work with major hip-hop and R&B artists and for directing the Tupac Shakur biopic "All Eyez on Me."
  • 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: Bang Bo
Triple: [Battle of Bang Bo, location, Bang Bo]
Generated description
Bang Bo is a locality in southern China near the Vietnamese border, historically notable as the site of a major Sino-French battle during the Sino-French War.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bang Bo
Target entity description: Bang Bo is a locality in southern China near the Vietnamese border, historically notable as the site of a major Sino-French battle during the Sino-French War.
  • A. Boom Boom
    "Boom Boom" is a classic 1961 electric blues song by John Lee Hooker that became one of his most famous and frequently covered recordings.
  • B. Boom Boom
    Boom Boom is a recurring mid-boss character in the Super Mario video game series, typically depicted as a spiked-shelled Koopa-like enemy who guards fortresses and stages.
  • C. Boom Boom
    Boom Boom was the nickname of Bernie Geoffrion, a Hall of Fame right winger for the Montreal Canadiens known for popularizing the slapshot in the National Hockey League.
  • D. Boom-Boom
    Boom-Boom is a Marvel Comics mutant superhero known for generating explosive energy "time-bombs" and serving on teams like the New Mutants and X-Force.
  • E. Benny Boom
    Benny Boom is an American music video and film director known for his visually dynamic work with major hip-hop and R&B artists and for directing the Tupac Shakur biopic "All Eyez on Me."
  • 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_69e0c460db088190828c64206a450273 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9cd50188190b44eb25fb87312bb completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09f672b5808190a2dd61c26ce64403 completed May 17, 2026, 5:10 p.m.
NEDg Description generation batch_6a09f78a3d788190b4b19f3b6463550e completed May 17, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_6a09f825b02c819096f57b1dba02ded2 completed May 17, 2026, 5:17 p.m.
Created at: April 16, 2026, 6:30 p.m.