Triple
T4467126
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter F. Hamilton |
E98405
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Peter F. Hamilton |
E98405
|
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: Peter F. Hamilton | Statement: [Peter F. Hamilton, name, Peter F. Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter F. Hamilton Context triple: [Peter F. Hamilton, name, Peter F. Hamilton]
-
A.
Stephen Baxter
Stephen Baxter is a British science fiction author known for his hard science narratives, expansive space operas, and collaborations with Arthur C. Clarke.
-
B.
Stephen Baxter
Stephen Baxter is a Northern Irish football manager and former player best known for his long-term and highly successful tenure in charge of Crusaders FC.
-
C.
Peter Hamilton
chosen
Peter Hamilton is a British science fiction author best known for his expansive space opera series such as the Night's Dawn trilogy and the Commonwealth Saga.
-
D.
Charles Stross
Charles Stross is a British science fiction and fantasy author known for his inventive, genre-blending works such as the "Laundry Files" and "Merchant Princes" series.
-
E.
Iain M. Banks
Iain M. Banks was a Scottish author best known for his acclaimed science fiction Culture series and his dark, genre-blurring mainstream novels.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3569a38e88190a8d590931c4a7c96 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62860151c8190b43465537b154f00 |
completed | March 15, 2026, 3:32 a.m. |
Created at: March 12, 2026, 11:34 p.m.