Triple
T12359866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Hardy |
E294706
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Emma Gifford |
E294706
|
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: Emma Gifford | Statement: [Thomas Hardy, spouse, Emma Gifford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emma Gifford Context triple: [Thomas Hardy, spouse, Emma Gifford]
-
A.
Emma Gifford
chosen
Emma Gifford was the first wife of English novelist and poet Thomas Hardy, remembered for their complex marriage and her influence on his life and work.
-
B.
Emily Firth
Emily Firth is the daughter of Canadian-American actress and novelist Meg Tilly.
-
C.
Emily Lloyd
Emily Lloyd is a British actress best known for her acclaimed breakthrough role in the 1987 film "Wish You Were Here."
-
D.
Alexandra Gibb
Alexandra Gibb is a television and film producer best known as the daughter of Bee Gees singer-songwriter Barry Gibb.
-
E.
Sarah Gurling
Sarah Gurling is best known as the wife of the late British Liberal Democrat leader Charles Kennedy.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f90201481909359416b8b9f7871 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684d0315c8190988431785a7b1e1e |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 8, 2026, 9:54 p.m.