Triple

T13615839
Position Surface form Disambiguated ID Type / Status
Subject Deftones E325304 entity
Predicate hasMemberRole P161 FINISHED
Object Chi Cheng – bass
Chi Cheng was the original bassist of the American alternative metal band Deftones, known for his heavy, melodic playing that helped define the group’s early sound.
 E1051506 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: Chi Cheng – bass | Statement: [Deftones, hasMemberRole, Chi Cheng – bass]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chi Cheng – bass
Context triple: [Deftones, hasMemberRole, Chi Cheng – bass]
  • A. Peter Chung
    Peter Chung is an animator and director best known as the creator of the avant-garde science fiction animated series Æon Flux.
  • B. Blackie Chen
    Blackie Chen is a Taiwanese television host, actor, and former basketball player who is also known for his role in developing professional basketball in Taiwan.
  • C. Eric Xu
    Eric Xu is a Chinese entrepreneur and co-founder of the search engine company Baidu.
  • D. Chen
    Chen is a common Chinese surname borne by many notable individuals across politics, arts, science, and technology.
  • E. Peter Chou
    Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
  • 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: Chi Cheng – bass
Triple: [Deftones, hasMemberRole, Chi Cheng – bass]
Generated description
Chi Cheng was the original bassist of the American alternative metal band Deftones, known for his heavy, melodic playing that helped define the group’s early sound.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chi Cheng – bass
Target entity description: Chi Cheng was the original bassist of the American alternative metal band Deftones, known for his heavy, melodic playing that helped define the group’s early sound.
  • A. Peter Chung
    Peter Chung is an animator and director best known as the creator of the avant-garde science fiction animated series Æon Flux.
  • B. Blackie Chen
    Blackie Chen is a Taiwanese television host, actor, and former basketball player who is also known for his role in developing professional basketball in Taiwan.
  • C. Eric Xu
    Eric Xu is a Chinese entrepreneur and co-founder of the search engine company Baidu.
  • D. Chen
    Chen is a common Chinese surname borne by many notable individuals across politics, arts, science, and technology.
  • E. Peter Chou
    Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
  • 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_69d8076aae28819092cf636190ee5529 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb0ad0a7c81909c7972187202db96 completed April 12, 2026, 2:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f77f9ecc2881909f71d71e056f9459 completed May 3, 2026, 5:02 p.m.
NEDg Description generation batch_69f782c41634819096b0939c6c917259 completed May 3, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_69f78366eca88190be313c3a1b1e23ff completed May 3, 2026, 5:18 p.m.
Created at: April 9, 2026, 9:50 p.m.