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.