Triple

T15768910
Position Surface form Disambiguated ID Type / Status
Subject Bill Harding E382296 entity
Predicate associatedWith P37 FINISHED
Object Jo Harding's research team
Jo Harding's research team is a group of storm-chasing scientists focused on studying and tracking severe weather phenomena such as tornadoes.
E1174813 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: Jo Harding's research team | Statement: [Bill Harding, associatedWith, Jo Harding's research team]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jo Harding's research team
Context triple: [Bill Harding, associatedWith, Jo Harding's research team]
  • A. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • B. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • C. Dr. Nigel Townsend
    Dr. Nigel Townsend is a witty and eccentric forensic pathologist on the television series "Crossing Jordan," known for his sharp intellect and dark sense of humor.
  • D. Dr. Ethan Powell
    Dr. Ethan Powell is a brilliant but mentally unstable primatologist whose deep connection with gorillas leads him to reject human society and become central to the psychological drama of the film "Instinct."
  • E. Professor Gordon Zellaby
    Professor Gordon Zellaby is the central intellectual protagonist in the science fiction horror story "Village of the Damned," known for his analytical approach to the mysterious, supernaturally gifted children in his English village.
  • 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: Jo Harding's research team
Triple: [Bill Harding, associatedWith, Jo Harding's research team]
Generated description
Jo Harding's research team is a group of storm-chasing scientists focused on studying and tracking severe weather phenomena such as tornadoes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jo Harding's research team
Target entity description: Jo Harding's research team is a group of storm-chasing scientists focused on studying and tracking severe weather phenomena such as tornadoes.
  • A. Jonathan Hardy
    Jonathan Hardy was an Australian actor, writer, and director best known for co-writing the acclaimed film "Breaker Morant" and for his extensive work in Australian theatre, film, and television.
  • B. Dr. Trevor Grant
    Dr. Trevor Grant is a fictional scientist character portrayed by actor James Callis, known for his involvement in complex, high-stakes scientific scenarios.
  • C. Dr. Nigel Townsend
    Dr. Nigel Townsend is a witty and eccentric forensic pathologist on the television series "Crossing Jordan," known for his sharp intellect and dark sense of humor.
  • D. Dr. Ethan Powell
    Dr. Ethan Powell is a brilliant but mentally unstable primatologist whose deep connection with gorillas leads him to reject human society and become central to the psychological drama of the film "Instinct."
  • E. Professor Gordon Zellaby
    Professor Gordon Zellaby is the central intellectual protagonist in the science fiction horror story "Village of the Damned," known for his analytical approach to the mysterious, supernaturally gifted children in his English village.
  • 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_69d86da09a10819082fe9797b23e4664 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e051951bac8190a7d45f3612c6de72 completed April 16, 2026, 3:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff877a67008190b05f879d05876fd3 completed May 9, 2026, 7:14 p.m.
NEDg Description generation batch_69ff88430cb88190994039da4d3ce247 completed May 9, 2026, 7:17 p.m.
NED2 Entity disambiguation (via description) batch_69ff88aca9b08190ab2b687dd17d0845 completed May 9, 2026, 7:19 p.m.
Created at: April 10, 2026, 4:47 a.m.