Triple

T5192253
Position Surface form Disambiguated ID Type / Status
Subject Gabriel Byrne E117182 entity
Predicate hasAutobiography P4244 FINISHED
Object Walking with Ghosts
"Walking with Ghosts" is the memoir of Irish actor and writer Gabriel Byrne, reflecting on his childhood, career, and personal struggles with lyrical, introspective storytelling.
E502221 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: Walking with Ghosts | Statement: [Gabriel Byrne, hasAutobiography, Walking with Ghosts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walking with Ghosts
Context triple: [Gabriel Byrne, hasAutobiography, Walking with Ghosts]
  • A. Giving Up the Ghost
    Giving Up the Ghost is Hilary Mantel’s acclaimed memoir, in which she reflects on her childhood, illness, and the experiences that shaped her life and writing.
  • B. Hitchhiking Ghosts
    The Hitchhiking Ghosts are a trio of comical, skeletal spirits from Disney’s Haunted Mansion attraction, known for playfully “following” guests home at the ride’s finale.
  • C. Beautiful Ghosts
    "Beautiful Ghosts" is an original song co-written by Taylor Swift and Andrew Lloyd Webber for the 2019 film adaptation of the musical Cats.
  • D. Give Up the Ghost
    "Give Up the Ghost" is a 2009 studio album by American singer-songwriter Brandi Carlile that blends folk, rock, and Americana influences and helped solidify her critical acclaim.
  • E. The Ghost
    The Ghost is the spectral apparition of Hamlet’s deceased father in Shakespeare’s tragedy, whose revelations set the play’s revenge plot in motion.
  • 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: Walking with Ghosts
Triple: [Gabriel Byrne, hasAutobiography, Walking with Ghosts]
Generated description
"Walking with Ghosts" is the memoir of Irish actor and writer Gabriel Byrne, reflecting on his childhood, career, and personal struggles with lyrical, introspective storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walking with Ghosts
Target entity description: "Walking with Ghosts" is the memoir of Irish actor and writer Gabriel Byrne, reflecting on his childhood, career, and personal struggles with lyrical, introspective storytelling.
  • A. Giving Up the Ghost
    Giving Up the Ghost is Hilary Mantel’s acclaimed memoir, in which she reflects on her childhood, illness, and the experiences that shaped her life and writing.
  • B. Hitchhiking Ghosts
    The Hitchhiking Ghosts are a trio of comical, skeletal spirits from Disney’s Haunted Mansion attraction, known for playfully “following” guests home at the ride’s finale.
  • C. Beautiful Ghosts
    "Beautiful Ghosts" is an original song co-written by Taylor Swift and Andrew Lloyd Webber for the 2019 film adaptation of the musical Cats.
  • D. Give Up the Ghost
    "Give Up the Ghost" is a 2009 studio album by American singer-songwriter Brandi Carlile that blends folk, rock, and Americana influences and helped solidify her critical acclaim.
  • E. The Ghost
    The Ghost is the spectral apparition of Hamlet’s deceased father in Shakespeare’s tragedy, whose revelations set the play’s revenge plot in motion.
  • 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_69bd4462ed04819084fcb01eb9d2fa74 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79efd16c8190b0b16278a00baecd completed March 20, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bee0943ce48190838aff0cfd12c655 completed March 21, 2026, 6:16 p.m.
NEDg Description generation batch_69bee5fc0c408190b4ad4b77e0045182 completed March 21, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69bee6b954c08190a353ebcfe829888a completed March 21, 2026, 6:43 p.m.
Created at: March 20, 2026, 1:46 p.m.