Triple

T15356905
Position Surface form Disambiguated ID Type / Status
Subject Outsiders E367187 entity
Predicate hasMember P10 FINISHED
Object Grace Choi
Grace Choi is a super-strong, resilient metahuman and bartender who becomes a key member of DC Comics superhero teams such as the Outsiders.
 E1152008 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: Grace Choi | Statement: [Outsiders, hasMember, Grace Choi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grace Choi
Context triple: [Outsiders, hasMember, Grace Choi]
  • A. Kim Young
    Kim Young is a personal name shared by multiple notable individuals, including figures in fields such as politics, sports, and the arts.
  • B. Jane Kim
    Jane Kim is an American politician and attorney who served on the San Francisco Board of Supervisors and is known for her progressive advocacy on housing, education, and workers’ rights.
  • C. Linda Cho
    Linda Cho is a Tony Award–winning costume designer known for her work on major Broadway productions and other theatrical performances.
  • D. Grace Park
    Grace Park is a Canadian-American actress best known for her prominent roles in science fiction and crime drama television series, including Battlestar Galactica and Hawaii Five-0.
  • E. Katherine Kim
    Katherine Kim is a central character on the television drama "A Million Little Things," known for her role as a successful lawyer navigating complex family and personal relationships.
  • 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: Grace Choi
Triple: [Outsiders, hasMember, Grace Choi]
Generated description
Grace Choi is a super-strong, resilient metahuman and bartender who becomes a key member of DC Comics superhero teams such as the Outsiders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grace Choi
Target entity description: Grace Choi is a super-strong, resilient metahuman and bartender who becomes a key member of DC Comics superhero teams such as the Outsiders.
  • A. Kim Young
    Kim Young is a personal name shared by multiple notable individuals, including figures in fields such as politics, sports, and the arts.
  • B. Jane Kim
    Jane Kim is an American politician and attorney who served on the San Francisco Board of Supervisors and is known for her progressive advocacy on housing, education, and workers’ rights.
  • C. Linda Cho
    Linda Cho is a Tony Award–winning costume designer known for her work on major Broadway productions and other theatrical performances.
  • D. Grace Park
    Grace Park is a Canadian-American actress best known for her prominent roles in science fiction and crime drama television series, including Battlestar Galactica and Hawaii Five-0.
  • E. Katherine Kim
    Katherine Kim is a central character on the television drama "A Million Little Things," known for her role as a successful lawyer navigating complex family and personal relationships.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e2c00648190ae2325e1ee58dcfd completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff020244e881909c1d1c295dc82e49 completed May 9, 2026, 9:44 a.m.
NEDg Description generation batch_69ff0292e8288190bc46eaf4db57424b completed May 9, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_69ff043582fc8190a819de8b2e2d8d40 completed May 9, 2026, 9:53 a.m.
Created at: April 10, 2026, 3:18 a.m.