Triple
T6910311
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lois McMaster Bujold |
E159912
|
entity |
| Predicate | hasMainCharacter |
P1183
|
FINISHED |
| Object |
Aral Vorkosigan
Aral Vorkosigan is a central character in Lois McMaster Bujold’s Vorkosigan Saga, known as a formidable Barrayaran military leader and statesman and the father of series protagonist Miles Vorkosigan.
|
E628390
|
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: Aral Vorkosigan | Statement: [Lois McMaster Bujold, hasMainCharacter, Aral Vorkosigan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aral Vorkosigan Context triple: [Lois McMaster Bujold, hasMainCharacter, Aral Vorkosigan]
-
A.
Miles Vorkosigan
Miles Vorkosigan is a brilliant but physically fragile nobleman and military strategist in Lois McMaster Bujold’s Vorkosigan Saga, known for his audacity, wit, and unconventional tactics.
-
B.
Golan Trevize
Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
-
C.
Janov Pelorat
Janov Pelorat is a scholarly historian and linguist in Isaac Asimov's Foundation series, known for his expertise in ancient human history and myths.
-
D.
Jadzia Dax
Jadzia Dax is a joined Trill science officer in Star Trek: Deep Space Nine, known for her wisdom from multiple lifetimes and close friendship with Captain Benjamin Sisko.
-
E.
Sinjin Hawke
Sinjin Hawke is a Canadian electronic music producer and DJ known for his futuristic, maximalist club sound and influential releases on labels like Fractal Fantasy.
- 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: Aral Vorkosigan Triple: [Lois McMaster Bujold, hasMainCharacter, Aral Vorkosigan]
Generated description
Aral Vorkosigan is a central character in Lois McMaster Bujold’s Vorkosigan Saga, known as a formidable Barrayaran military leader and statesman and the father of series protagonist Miles Vorkosigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aral Vorkosigan Target entity description: Aral Vorkosigan is a central character in Lois McMaster Bujold’s Vorkosigan Saga, known as a formidable Barrayaran military leader and statesman and the father of series protagonist Miles Vorkosigan.
-
A.
Miles Vorkosigan
Miles Vorkosigan is a brilliant but physically fragile nobleman and military strategist in Lois McMaster Bujold’s Vorkosigan Saga, known for his audacity, wit, and unconventional tactics.
-
B.
Golan Trevize
Golan Trevize is a starship pilot and councilman from Isaac Asimov’s Foundation series, known for his intuitive decision-making that shapes the future course of the galaxy.
-
C.
Janov Pelorat
Janov Pelorat is a scholarly historian and linguist in Isaac Asimov's Foundation series, known for his expertise in ancient human history and myths.
-
D.
Jadzia Dax
Jadzia Dax is a joined Trill science officer in Star Trek: Deep Space Nine, known for her wisdom from multiple lifetimes and close friendship with Captain Benjamin Sisko.
-
E.
Sinjin Hawke
Sinjin Hawke is a Canadian electronic music producer and DJ known for his futuristic, maximalist club sound and influential releases on labels like Fractal Fantasy.
- 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_69c68839ccb88190b4aa5cc1aca3448f |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6d9c00e948190b103a2b2a2738bb1 |
completed | March 27, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75127b71c8190ac958a178795dcf7 |
completed | March 28, 2026, 3:55 a.m. |
| NEDg | Description generation | batch_69c751ebf4f48190bb206dd9c1d8bc7b |
completed | March 28, 2026, 3:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75264e65081908859551feaf1006c |
completed | March 28, 2026, 4 a.m. |
Created at: March 27, 2026, 2:25 p.m.