Triple
T1799376
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Foundation and Empire |
E39679
|
entity |
| Predicate | featuresCharacter |
P626
|
FINISHED |
| Object |
Bayta Darell
Bayta Darell is a pivotal character in Isaac Asimov's Foundation series, known for her crucial role in thwarting the Mule's conquest in "Foundation and Empire."
|
E205689
|
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: Bayta Darell | Statement: [Foundation and Empire, featuresCharacter, Bayta Darell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bayta Darell Context triple: [Foundation and Empire, featuresCharacter, Bayta Darell]
-
A.
Valda Trevlyn Grieve
Valda Trevlyn Grieve was the wife of Scottish poet Hugh MacDiarmid and a supportive figure in his literary and political life.
-
B.
Armina Marshall
Armina Marshall was an American theater producer and director best known as a co-founder and leading figure of the influential Theatre Guild on Broadway.
-
C.
Myra Finn
Myra Finn was the first wife of renowned American lyricist and musical theatre producer Oscar Hammerstein II.
-
D.
Natalie Redwater
Natalie Redwater is a central protagonist in Cory Doctorow’s science fiction novel "Walkaway," representing the movement of people who abandon a collapsing capitalist society to build a post-scarcity world.
-
E.
T'yanna Wallace
T'yanna Wallace is an American entrepreneur and fashion designer best known as the daughter of late rap icon The Notorious B.I.G.
- 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: Bayta Darell Triple: [Foundation and Empire, featuresCharacter, Bayta Darell]
Generated description
Bayta Darell is a pivotal character in Isaac Asimov's Foundation series, known for her crucial role in thwarting the Mule's conquest in "Foundation and Empire."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bayta Darell Target entity description: Bayta Darell is a pivotal character in Isaac Asimov's Foundation series, known for her crucial role in thwarting the Mule's conquest in "Foundation and Empire."
-
A.
Valda Trevlyn Grieve
Valda Trevlyn Grieve was the wife of Scottish poet Hugh MacDiarmid and a supportive figure in his literary and political life.
-
B.
Armina Marshall
Armina Marshall was an American theater producer and director best known as a co-founder and leading figure of the influential Theatre Guild on Broadway.
-
C.
Myra Finn
Myra Finn was the first wife of renowned American lyricist and musical theatre producer Oscar Hammerstein II.
-
D.
Natalie Redwater
Natalie Redwater is a central protagonist in Cory Doctorow’s science fiction novel "Walkaway," representing the movement of people who abandon a collapsing capitalist society to build a post-scarcity world.
-
E.
T'yanna Wallace
T'yanna Wallace is an American entrepreneur and fashion designer best known as the daughter of late rap icon The Notorious B.I.G.
- 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_69a88632aa588190ba3978fde0db5bbd |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa6569b2e48190a56cf48160796d2e |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adc9a799fc81909acb620f3e569265 |
completed | March 8, 2026, 7:10 p.m. |
| NEDg | Description generation | batch_69adcb1466788190bdcb50107d838f83 |
completed | March 8, 2026, 7:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adcbf5b0b881909d43c748034481f4 |
completed | March 8, 2026, 7:20 p.m. |
Created at: March 4, 2026, 7:32 p.m.