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.