Triple
T19755117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Seveneves |
E474481
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object | Julia Bliss Flaherty |
—
|
NE NERFINISHED |
How this triple was built (3 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: Julia Bliss Flaherty | Statement: [Seveneves, featuresCharacter, Julia Bliss Flaherty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Julia Bliss Flaherty Context triple: [Seveneves, featuresCharacter, Julia Bliss Flaherty]
-
A.
Julia McCullough
Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
-
B.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
C.
Julia Maddon
Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
-
D.
Julia Gleason Stone
Julia Gleason Stone was the wife of prominent 19th-century American industrialist and philanthropist Amasa Stone.
-
E.
Julia Flesher Koch
Julia Flesher Koch is an American socialite, philanthropist, and one of the world's wealthiest women, known for her involvement in charitable causes and her marriage to the late industrialist David H. Koch.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Julia Bliss Flaherty Target entity description: Julia Bliss Flaherty is a prominent political leader in Neal Stephenson’s science fiction novel "Seveneves," known for her controversial and polarizing role in humanity’s response to an apocalyptic crisis.
-
A.
Julia McCullough
Julia McCullough is a tragic magician’s assistant in the film "The Prestige," whose death becomes the emotional and narrative catalyst for the rivalry between the two main illusionists.
-
B.
Julia Floyd
Julia Floyd was the wife of British statesman Sir Robert Peel, serving as a prominent Victorian-era political hostess and member of the English gentry.
-
C.
Julia Maddon
Julia Maddon is a key supporting character in the "Need for Speed" film, serving as Tobey Marshall’s determined and resourceful ally in his quest for justice.
-
D.
Julia Gleason Stone
Julia Gleason Stone was the wife of prominent 19th-century American industrialist and philanthropist Amasa Stone.
-
E.
Julia Flesher Koch
Julia Flesher Koch is an American socialite, philanthropist, and one of the world's wealthiest women, known for her involvement in charitable causes and her marriage to the late industrialist David H. Koch.
- F. None of above. chosen
Provenance (2 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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6529dada081909c5b4d65247c6032 |
completed | April 20, 2026, 4:21 p.m. |
Created at: April 10, 2026, 1:48 p.m.