Triple

T20505849
Position Surface form Disambiguated ID Type / Status
Subject Peter Costello E503427 entity
Predicate spouse P13 FINISHED
Object Tanya Costello
Tanya Costello is the wife of former Australian Treasurer Peter Costello and is known for her involvement in community and charitable activities.
 E1434466 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: Tanya Costello | Statement: [Peter Costello, spouse, Tanya Costello]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tanya Costello
Context triple: [Peter Costello, spouse, Tanya Costello]
  • A. Julie Costello
    Julie Costello is a character from the television sitcom "Growing Pains," known primarily as one of Mike Seaver’s romantic interests.
  • B. Tia Sillers
    Tia Sillers is an American songwriter best known for penning hit country and pop songs, including the Grammy-winning “I Hope You Dance.”
  • C. Tina Carlyle
    Tina Carlyle is the glamorous nightclub singer and primary love interest portrayed by Cameron Diaz in the 1994 comedy film "The Mask."
  • D. Bridget Regan
    Bridget Regan is an American actress known for her roles in television series such as "Legend of the Seeker," "Jane the Virgin," and various comic book–related shows.
  • E. Kelly Corrigan
    Kelly Corrigan is an American author, memoirist, and podcast host known for her heartfelt reflections on family, illness, and resilience.
  • 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: Tanya Costello
Triple: [Peter Costello, spouse, Tanya Costello]
Generated description
Tanya Costello is the wife of former Australian Treasurer Peter Costello and is known for her involvement in community and charitable activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tanya Costello
Target entity description: Tanya Costello is the wife of former Australian Treasurer Peter Costello and is known for her involvement in community and charitable activities.
  • A. Julie Costello
    Julie Costello is a character from the television sitcom "Growing Pains," known primarily as one of Mike Seaver’s romantic interests.
  • B. Tia Sillers
    Tia Sillers is an American songwriter best known for penning hit country and pop songs, including the Grammy-winning “I Hope You Dance.”
  • C. Tina Carlyle
    Tina Carlyle is the glamorous nightclub singer and primary love interest portrayed by Cameron Diaz in the 1994 comedy film "The Mask."
  • D. Bridget Regan
    Bridget Regan is an American actress known for her roles in television series such as "Legend of the Seeker," "Jane the Virgin," and various comic book–related shows.
  • E. Kelly Corrigan
    Kelly Corrigan is an American author, memoirist, and podcast host known for her heartfelt reflections on family, illness, and resilience.
  • 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_69e0b4b1e52c8190894281cf7e3283ab completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e69dc66f00819083c804535e045545 completed April 20, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0893c3839c8190aa20c6644a089a0b completed May 16, 2026, 3:56 p.m.
NEDg Description generation batch_6a089557444c819080d70a64596900f5 completed May 16, 2026, 4:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0895de2b04819096246c63c3db5513 completed May 16, 2026, 4:05 p.m.
Created at: April 16, 2026, 11:35 a.m.