Triple

T16034050
Position Surface form Disambiguated ID Type / Status
Subject Kim Ledger E388920 entity
Predicate relative P37 FINISHED
Object Ashleigh Bell (partner of Heath Ledger)
Ashleigh Bell is an Australian woman known for having been in a relationship with the late actor Heath Ledger.
 E1191458 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: Ashleigh Bell (partner of Heath Ledger) | Statement: [Kim Ledger, relative, Ashleigh Bell (partner of Heath Ledger)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashleigh Bell (partner of Heath Ledger)
Context triple: [Kim Ledger, relative, Ashleigh Bell (partner of Heath Ledger)]
  • A. Ashley Scott
    Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
  • B. Jennifer Ashton
    Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
  • C. Selma Blair
    Selma Blair is an American actress known for her roles in films such as "Cruel Intentions," "Legally Blonde," and the "Hellboy" series, as well as for her public advocacy following her multiple sclerosis diagnosis.
  • D. Ashley Reed
    Ashley Reed is a former standout gymnast for the University of Florida’s Florida Gators program, recognized as a notable alumna of the team.
  • E. Ashley Jensen
    Ashley Jensen is a Scottish actress and narrator known for her roles in television series such as "Extras," "Ugly Betty," and "Agatha Raisin," as well as various film and voice performances.
  • 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: Ashleigh Bell (partner of Heath Ledger)
Triple: [Kim Ledger, relative, Ashleigh Bell (partner of Heath Ledger)]
Generated description
Ashleigh Bell is an Australian woman known for having been in a relationship with the late actor Heath Ledger.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashleigh Bell (partner of Heath Ledger)
Target entity description: Ashleigh Bell is an Australian woman known for having been in a relationship with the late actor Heath Ledger.
  • A. Ashley Scott
    Ashley Scott is an American actress and former model best known for her roles in films like "Into the Blue" and TV series such as "Birds of Prey" and "Jericho."
  • B. Jennifer Ashton
    Jennifer Ashton is an American physician and television medical correspondent best known as the chief medical correspondent for ABC News.
  • C. Selma Blair
    Selma Blair is an American actress known for her roles in films such as "Cruel Intentions," "Legally Blonde," and the "Hellboy" series, as well as for her public advocacy following her multiple sclerosis diagnosis.
  • D. Ashley Reed
    Ashley Reed is a former standout gymnast for the University of Florida’s Florida Gators program, recognized as a notable alumna of the team.
  • E. Ashley Jensen
    Ashley Jensen is a Scottish actress and narrator known for her roles in television series such as "Extras," "Ugly Betty," and "Agatha Raisin," as well as various film and voice performances.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833a5aa88190a5cc3f82d55f5b62 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd1cafc81909125174eed475d55 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd3c77908190b55c926445724348 completed May 10, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ffddfdd3a48190a16dab4d458dc475 completed May 10, 2026, 1:23 a.m.
Created at: April 10, 2026, 4:56 a.m.