Triple

T19041097
Position Surface form Disambiguated ID Type / Status
Subject Andrew Barr E466001 entity
Predicate spouse P13 FINISHED
Object Anthony Toms
Anthony Toms is an Australian public figure best known as the husband of Australian Capital Territory Chief Minister Andrew Barr.
E1356140 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: Anthony Toms | Statement: [Andrew Barr, spouse, Anthony Toms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anthony Toms
Context triple: [Andrew Barr, spouse, Anthony Toms]
  • A. Christopher Belling
    Christopher Belling is a flamboyant, sharp-tongued English director character in the musical comedy whodunit "Curtains."
  • B. David Brookwell
    David Brookwell is a film and television producer best known for co-founding Brookwell McNamara Entertainment and producing family-oriented and inspirational projects such as "Soul Surfer."
  • C. Anthony Gorry
    Anthony Gorry is a music producer known for his work on projects such as No Doubt’s album "Push and Shove."
  • D. Roy D'Arcy
    Roy D'Arcy was an American character actor of the silent and early sound film era, best known for playing suave, often villainous roles in 1920s Hollywood productions.
  • E. Andrew Toney
    Andrew Toney is a former NBA All-Star guard best known for his explosive scoring and clutch playoff performances with the Philadelphia 76ers in the early 1980s.
  • 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: Anthony Toms
Triple: [Andrew Barr, spouse, Anthony Toms]
Generated description
Anthony Toms is an Australian public figure best known as the husband of Australian Capital Territory Chief Minister Andrew Barr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anthony Toms
Target entity description: Anthony Toms is an Australian public figure best known as the husband of Australian Capital Territory Chief Minister Andrew Barr.
  • A. Christopher Belling
    Christopher Belling is a flamboyant, sharp-tongued English director character in the musical comedy whodunit "Curtains."
  • B. David Brookwell
    David Brookwell is a film and television producer best known for co-founding Brookwell McNamara Entertainment and producing family-oriented and inspirational projects such as "Soul Surfer."
  • C. Anthony Gorry
    Anthony Gorry is a music producer known for his work on projects such as No Doubt’s album "Push and Shove."
  • D. Roy D'Arcy
    Roy D'Arcy was an American character actor of the silent and early sound film era, best known for playing suave, often villainous roles in 1920s Hollywood productions.
  • E. Andrew Toney
    Andrew Toney is a former NBA All-Star guard best known for his explosive scoring and clutch playoff performances with the Philadelphia 76ers in the early 1980s.
  • 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_69d8dd0359648190bc2a9202c5cf29d2 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d80118248190af6b4c74df5085ad completed April 20, 2026, 7:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05c54c78788190905dbcdf996b0d9d completed May 14, 2026, 12:51 p.m.
NEDg Description generation batch_6a05c9bd8cc08190afe552b99bbcd208 completed May 14, 2026, 1:10 p.m.
NED2 Entity disambiguation (via description) batch_6a05ca8a369881909179015a598eed69 completed May 14, 2026, 1:13 p.m.
Created at: April 10, 2026, 12:02 p.m.