Triple

T16107901
Position Surface form Disambiguated ID Type / Status
Subject Keith Calder E390787 entity
Predicate spouse P13 FINISHED
Object Jessica Wu Calder
Jessica Wu Calder is a film producer known for her work on independent and genre films, often collaborating with her husband, producer Keith Calder.
 E1194365 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: Jessica Wu Calder | Statement: [Keith Calder, spouse, Jessica Wu Calder]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jessica Wu Calder
Context triple: [Keith Calder, spouse, Jessica Wu Calder]
  • A. Lindsay Wu
    Lindsay Wu is a biomedical scientist known for his research on aging and metabolism, particularly in the field of sirtuins and NAD⁺ biology.
  • B. Cindy Wu
    Cindy Wu is a companion character in Titan Comics' Doctor Who series who travels with the Tenth Doctor on various adventures.
  • C. Jessica Huang
    Jessica Huang is the strict yet loving Taiwanese-American mother and central matriarch in the sitcom "Fresh Off the Boat," known for her high expectations, frugality, and sharp wit.
  • D. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • E. Michelle Wong
    Michelle Wong is an actress known for her voice role in the animated feature film "Abominable."
  • 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: Jessica Wu Calder
Triple: [Keith Calder, spouse, Jessica Wu Calder]
Generated description
Jessica Wu Calder is a film producer known for her work on independent and genre films, often collaborating with her husband, producer Keith Calder.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jessica Wu Calder
Target entity description: Jessica Wu Calder is a film producer known for her work on independent and genre films, often collaborating with her husband, producer Keith Calder.
  • A. Lindsay Wu
    Lindsay Wu is a biomedical scientist known for his research on aging and metabolism, particularly in the field of sirtuins and NAD⁺ biology.
  • B. Cindy Wu
    Cindy Wu is a companion character in Titan Comics' Doctor Who series who travels with the Tenth Doctor on various adventures.
  • C. Jessica Huang
    Jessica Huang is the strict yet loving Taiwanese-American mother and central matriarch in the sitcom "Fresh Off the Boat," known for her high expectations, frugality, and sharp wit.
  • D. Melissa Chiu
    Melissa Chiu is an Australian-born art historian and curator known for her leadership roles in major contemporary art institutions, including directing the Hirshhorn Museum and Sculpture Garden in Washington, D.C.
  • E. Michelle Wong
    Michelle Wong is an actress known for her voice role in the animated feature film "Abominable."
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6e55c08190b77f344e4e8c42ad completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeba4479c81909f7d43e33f228f7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffecb8c71481908b4913bb078b6415 completed May 10, 2026, 2:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffed469a5c8190932fa4ebc44358c4 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 5 a.m.