Triple

T15768879
Position Surface form Disambiguated ID Type / Status
Subject Bill Harding E382296 entity
Predicate spouse P13 FINISHED
Object Jo Harding
Jo Harding is a fictional storm chaser and meteorologist, best known as one of the main characters in the 1996 disaster film "Twister."
E1174810 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 | Statement: [Bill Harding, spouse, Jo Harding]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jo Harding
Context triple: [Bill Harding, spouse, Jo Harding]
  • A. Daniel Hardy
    Daniel Hardy is a screenwriter best known for co-writing the 2008 British comedy film "The Escapist."
  • B. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • C. Jesse Hartley
    Jesse Hartley was a 19th-century British civil engineer and dock architect best known for designing and overseeing the construction of Liverpool’s pioneering dock systems.
  • D. Ian William Richardson
    Ian William Richardson was a distinguished Scottish actor renowned for his classical stage work with the Royal Shakespeare Company and his chilling portrayal of Francis Urquhart in the original BBC "House of Cards" trilogy.
  • E. Jude Hill
    Jude Hill is a young Northern Irish actor best known for his breakout leading role in Kenneth Branagh’s semi-autobiographical film "Belfast" (2021).
  • 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
Triple: [Bill Harding, spouse, Jo Harding]
Generated description
Jo Harding is a fictional storm chaser and meteorologist, best known as one of the main characters in the 1996 disaster film "Twister."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jo Harding
Target entity description: Jo Harding is a fictional storm chaser and meteorologist, best known as one of the main characters in the 1996 disaster film "Twister."
  • A. Daniel Hardy
    Daniel Hardy is a screenwriter best known for co-writing the 2008 British comedy film "The Escapist."
  • B. Scott Arfield
    Scott Arfield is a professional footballer, best known as a midfielder who represented the Canadian national team after previously playing for Scotland at youth level and having a long club career in Scotland and England.
  • C. Jesse Hartley
    Jesse Hartley was a 19th-century British civil engineer and dock architect best known for designing and overseeing the construction of Liverpool’s pioneering dock systems.
  • D. Ian William Richardson
    Ian William Richardson was a distinguished Scottish actor renowned for his classical stage work with the Royal Shakespeare Company and his chilling portrayal of Francis Urquhart in the original BBC "House of Cards" trilogy.
  • E. Jude Hill
    Jude Hill is a young Northern Irish actor best known for his breakout leading role in Kenneth Branagh’s semi-autobiographical film "Belfast" (2021).
  • 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.