Triple
T8519179
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Niall Leonard |
E201652
|
entity |
| Predicate | marriedTo |
P13
|
FINISHED |
| Object | E. L. James |
E49814
|
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: E. L. James | Statement: [Niall Leonard, marriedTo, E. L. James]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: E. L. James Context triple: [Niall Leonard, marriedTo, E. L. James]
-
A.
E. L. James
chosen
E. L. James is a British author best known for writing the bestselling erotic romance trilogy "Fifty Shades of Grey."
-
B.
Hugh Howey
Hugh Howey is an American author best known for his self-published dystopian science fiction series "Wool," which became a bestseller and was later adapted for television as "Silo."
-
C.
Alison Cross
Alison Cross is an American screenwriter known for her work on socially conscious television films and dramas, including the acclaimed biographical TV movie "Serving in Silence: The Margarethe Cammermeyer Story."
-
D.
Mary Ludlum
Mary Ludlum was the wife of American thriller novelist Robert Ludlum, known for supporting him throughout his writing career.
-
E.
Lauren Oliver
Lauren Oliver is an American author best known for her young adult novels, including the dystopian "Delirium" series and the contemporary bestseller "Before I Fall."
- 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_69ca8321bb44819081b74df0b710276d |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe627de908190b463da0f26da4ffb |
completed | March 31, 2026, 3:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d37df3081909d8d38363b8d2304 |
completed | April 2, 2026, 1:20 p.m. |
Created at: March 30, 2026, 6:16 p.m.