Triple

T14294319
Position Surface form Disambiguated ID Type / Status
Subject Ian Beale E354397 entity
Predicate spouse P13 FINISHED
Object Melanie Healy
Melanie Healy is a fictional character from the British soap opera "EastEnders," known for her tumultuous relationships and dramatic storylines in Albert Square.
E1125116 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: Melanie Healy | Statement: [Ian Beale, spouse, Melanie Healy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melanie Healy
Context triple: [Ian Beale, spouse, Melanie Healy]
  • A. Heather O'Reilly
    Heather O'Reilly is a retired American soccer midfielder and three-time Olympic gold medalist known for her long, successful career with the U.S. women's national team and in professional club play.
  • B. Molly Regan
    Molly Regan is an American stage actress known for her work as a longtime ensemble member of Chicago’s Steppenwolf Theatre Company.
  • C. Bridget O’Connor
    Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
  • D. Monica Dolan
    Monica Dolan is a British actress known for her acclaimed work in television, film, and theatre, including award-winning performances in dramas such as "Appropriate Adult."
  • E. Michelle Mangan
    Michelle Mangan is an American television personality and former real estate agent best known as the wife of former Major League Baseball outfielder Johnny Damon.
  • 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: Melanie Healy
Triple: [Ian Beale, spouse, Melanie Healy]
Generated description
Melanie Healy is a fictional character from the British soap opera "EastEnders," known for her tumultuous relationships and dramatic storylines in Albert Square.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melanie Healy
Target entity description: Melanie Healy is a fictional character from the British soap opera "EastEnders," known for her tumultuous relationships and dramatic storylines in Albert Square.
  • A. Heather O'Reilly
    Heather O'Reilly is a retired American soccer midfielder and three-time Olympic gold medalist known for her long, successful career with the U.S. women's national team and in professional club play.
  • B. Molly Regan
    Molly Regan is an American stage actress known for her work as a longtime ensemble member of Chicago’s Steppenwolf Theatre Company.
  • C. Bridget O’Connor
    Bridget O’Connor was a British screenwriter and playwright best known for co-writing the acclaimed adaptation of John le Carré’s Tinker Tailor Soldier Spy (2011).
  • D. Monica Dolan
    Monica Dolan is a British actress known for her acclaimed work in television, film, and theatre, including award-winning performances in dramas such as "Appropriate Adult."
  • E. Michelle Mangan
    Michelle Mangan is an American television personality and former real estate agent best known as the wife of former Major League Baseball outfielder Johnny Damon.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de717b35ec81908968994e65737c66 completed April 14, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b3a76ac819088587b9fa560b6dc completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6df63b78819087d6c709db1ce889 completed May 8, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e32f7a0819086ca1303024c6db9 completed May 8, 2026, 11:13 p.m.
Created at: April 10, 2026, 1:11 a.m.