Triple

T22485144
Position Surface form Disambiguated ID Type / Status
Subject Trey Anastasio Band E555858 entity
Predicate hasMember P10 FINISHED
Object Sofia Chang
Sofia Chang is a musician known for performing with the Trey Anastasio Band, the solo project of Phish guitarist and vocalist Trey Anastasio.
E1539174 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: Sofia Chang | Statement: [Trey Anastasio Band, hasMember, Sofia Chang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sofia Chang
Context triple: [Trey Anastasio Band, hasMember, Sofia Chang]
  • A. Sophie Chang
    Sophie Chang is best known as the wife of Morris Chang, the influential founder of Taiwan Semiconductor Manufacturing Company (TSMC).
  • B. Christina Chang
    Christina Chang is a Taiwanese-American actress best known for her role as Dr. Audrey Lim on the medical drama series "The Good Doctor."
  • C. Vivian Wu
    Vivian Wu is a Chinese-American actress known for her roles in films such as "The Last Emperor," "The Joy Luck Club," and various international cinema and television productions.
  • D. Sophia Tang
    Sophia Tang is the mother of New Zealand singer-songwriter Bic Runga.
  • E. Caroline Chung
    Caroline Chung is the central protagonist of the television series "My Generation," around whom the show's narrative and character relationships revolve.
  • 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: Sofia Chang
Triple: [Trey Anastasio Band, hasMember, Sofia Chang]
Generated description
Sofia Chang is a musician known for performing with the Trey Anastasio Band, the solo project of Phish guitarist and vocalist Trey Anastasio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sofia Chang
Target entity description: Sofia Chang is a musician known for performing with the Trey Anastasio Band, the solo project of Phish guitarist and vocalist Trey Anastasio.
  • A. Sophie Chang
    Sophie Chang is best known as the wife of Morris Chang, the influential founder of Taiwan Semiconductor Manufacturing Company (TSMC).
  • B. Christina Chang
    Christina Chang is a Taiwanese-American actress best known for her role as Dr. Audrey Lim on the medical drama series "The Good Doctor."
  • C. Vivian Wu
    Vivian Wu is a Chinese-American actress known for her roles in films such as "The Last Emperor," "The Joy Luck Club," and various international cinema and television productions.
  • D. Sophia Tang
    Sophia Tang is the mother of New Zealand singer-songwriter Bic Runga.
  • E. Caroline Chung
    Caroline Chung is the central protagonist of the television series "My Generation," around whom the show's narrative and character relationships revolve.
  • 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_69e11e53897c819088863779f8c50bb0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15c3bb8cc8190950efd84ebe86b73 completed April 29, 2026, 1:17 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b126635b88190834230f18c699aa8 completed May 18, 2026, 1:21 p.m.
NEDg Description generation batch_6a0b15016f90819089c072059106aa76 completed May 18, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_6a0b158ba2308190ab045ae08facf65e completed May 18, 2026, 1:35 p.m.
Created at: April 16, 2026, 8:49 p.m.