Triple
T8492645
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empire series |
E201009
|
entity |
| Predicate | secondBook |
P83020
|
FINISHED |
| Object | The Stars, Like Dust |
E40193
|
NE FINISHED |
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: The Stars, Like Dust | Statement: [Empire series, secondBook, The Stars, Like Dust]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Stars, Like Dust Context triple: [Empire series, secondBook, The Stars, Like Dust]
-
A.
The Stars, Like Dust
chosen
The Stars, Like Dust is a science fiction novel by Isaac Asimov set in his Galactic Empire universe, following a young nobleman entangled in political intrigue and rebellion against a tyrannical interstellar regime.
-
B.
The Light of Stars
"The Light of Stars" is a reflective lyric poem by Henry Wadsworth Longfellow that contemplates guidance, hope, and moral steadfastness through the metaphor of starlight.
-
C.
Underneath the Stars
"Underneath the Stars" is a song featured on Mariah Carey's 1995 album *Daydream*, known for its nostalgic, 1970s soul-inspired sound and airy vocal production.
-
D.
A Speck of Dust
A Speck of Dust is a stand-up comedy special by Sarah Silverman featuring her characteristic blend of sharp social commentary and personal storytelling.
-
E.
Release the Stars
Release the Stars is a 2007 studio album by singer-songwriter Rufus Wainwright, noted for its lush orchestration and theatrical pop compositions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: secondBook Context triple: [Empire series, secondBook, The Stars, Like Dust]
-
A.
secondEditionISBN
Indicates that the object is the ISBN assigned specifically to the second edition of the subject work.
-
B.
secondBookApproximateDate
Indicates that an entity’s second book is associated with an estimated or approximate publication date rather than a precise one.
-
C.
secondEditionFocus
Indicates that the relationship or content specifically pertains to the second edition version or focus of something, as opposed to other editions.
-
D.
secondIntroduction
Indicates that an entity is being introduced or presented for the second time in a given context or sequence.
-
E.
secondEditionPublisher
Indicates the publisher responsible for issuing the second edition of a work.
- 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_69ca831ee390819095fae73400bbfafc |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe55cf5dc81908cad31ac53e15b46 |
completed | March 31, 2026, 3:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce4df8f78c81908c83d7d5ac996504 |
completed | April 2, 2026, 11:07 a.m. |
| PD | Predicate disambiguation | batch_69cbd10a4b0881909e254117780dc823 |
completed | March 31, 2026, 1:50 p.m. |
| PDg | Predicate description generation | batch_69cbe30d453481908f897ed2b06e7534 |
completed | March 31, 2026, 3:06 p.m. |
Created at: March 30, 2026, 6:13 p.m.