Triple
T1804818
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Robert Silverberg |
E40196
|
entity |
| Predicate | notableAwardWork |
P17579
|
FINISHED |
| Object | A Time of Changes |
E201082
|
NE FINISHED |
How this triple was built (2 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: A Time of Changes | Statement: [Robert Silverberg, notableAwardWork, A Time of Changes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Time of Changes Context triple: [Robert Silverberg, notableAwardWork, A Time of Changes]
-
A.
A Time of Changes
chosen
A Time of Changes is a science fiction novel by Robert Silverberg that explores themes of identity, emotional repression, and social taboo in a distant future society.
-
B.
A Time to Heal
A Time to Heal is the memoir of U.S. President Gerald R. Ford, reflecting on his presidency and his controversial decision to pardon Richard Nixon after the Watergate scandal.
-
C.
Things Done Changed
"Things Done Changed" is the reflective opening track on The Notorious B.I.G.'s debut album, contrasting his harsh past experiences with his newfound success and the changing realities of street life.
-
D.
A Time to Love
A Time to Love is a 2005 studio album by Stevie Wonder that blends soul, R&B, and socially conscious themes, featuring collaborations with artists like India.Arie and Prince.
-
E.
Everything Changes
"Everything Changes" is a hit pop song by British boy band Take That, released in 1994 as the title track from their second studio album.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a88643a3388190a612f2ebe1fb29e7 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69aa659648e8819085fafb60dc03f14b |
completed | March 6, 2026, 5:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adbf58cf648190a5a71adc82cfb618 |
completed | March 8, 2026, 6:26 p.m. |
Created at: March 4, 2026, 7:32 p.m.