Triple

T14655670
Position Surface form Disambiguated ID Type / Status
Subject The Skin I Live In E344100 entity
Predicate mainCharacter P1183 FINISHED
Object Dr. Robert Ledgard
Dr. Robert Ledgard is a brilliant but disturbed plastic surgeon in Pedro Almodóvar’s film "The Skin I Live In," obsessed with creating a new kind of synthetic skin and driven by grief and revenge.
E1112930 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: Dr. Robert Ledgard | Statement: [The Skin I Live In, mainCharacter, Dr. Robert Ledgard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dr. Robert Ledgard
Context triple: [The Skin I Live In, mainCharacter, Dr. Robert Ledgard]
  • A. Dr. Robert Hartley
    Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
  • B. Dr. Leonard Gillespie
    Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
  • C. Dr. Lionel Barrett
    Dr. Lionel Barrett is a skeptical physicist and paranormal investigator who leads a scientific expedition into the notoriously haunted Belasco House in the horror novel and film "The Legend of Hell House."
  • D. Dr. Malcolm Sayer
    Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
  • E. Dr. James Ranson
    Dr. James Ranson was a prominent local physician after whom the city of Ranson, West Virginia, was named in recognition of his influence on the community.
  • 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: Dr. Robert Ledgard
Triple: [The Skin I Live In, mainCharacter, Dr. Robert Ledgard]
Generated description
Dr. Robert Ledgard is a brilliant but disturbed plastic surgeon in Pedro Almodóvar’s film "The Skin I Live In," obsessed with creating a new kind of synthetic skin and driven by grief and revenge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dr. Robert Ledgard
Target entity description: Dr. Robert Ledgard is a brilliant but disturbed plastic surgeon in Pedro Almodóvar’s film "The Skin I Live In," obsessed with creating a new kind of synthetic skin and driven by grief and revenge.
  • A. Dr. Robert Hartley
    Dr. Robert Hartley is the mild-mannered Chicago psychologist and central comedic figure portrayed by Bob Newhart on the classic sitcom "The Bob Newhart Show."
  • B. Dr. Leonard Gillespie
    Dr. Leonard Gillespie is a gruff but wise senior physician who serves as mentor and foil to the young Dr. Kildare in the classic MGM medical film series.
  • C. Dr. Lionel Barrett
    Dr. Lionel Barrett is a skeptical physicist and paranormal investigator who leads a scientific expedition into the notoriously haunted Belasco House in the horror novel and film "The Legend of Hell House."
  • D. Dr. Malcolm Sayer
    Dr. Malcolm Sayer is a shy, dedicated neurologist in the film "Awakenings" who discovers a treatment that temporarily revives catatonic patients, revealing his deep compassion and scientific curiosity.
  • E. Dr. James Ranson
    Dr. James Ranson was a prominent local physician after whom the city of Ranson, West Virginia, was named in recognition of his influence on the community.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51a562c819098971447db4b29f7 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5de0b98819094c32765e4cb3f9c completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fddd8d7da481909d38d9390770939c completed May 8, 2026, 12:56 p.m.
NED2 Entity disambiguation (via description) batch_69fdde23da708190b7eabeed6a9cb169 completed May 8, 2026, 12:59 p.m.
Created at: April 10, 2026, 1:27 a.m.