Triple
T14521047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Waters |
E340650
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object | Robert Bilott |
E1105115
|
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: Robert Bilott | Statement: [Dark Waters, character, Robert Bilott]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Bilott Context triple: [Dark Waters, character, Robert Bilott]
-
A.
Robert Bilott
chosen
Robert Bilott is an American environmental attorney renowned for exposing DuPont’s long-term pollution with toxic chemicals, a story dramatized in the film "Dark Waters."
-
B.
Albert Wigand
Albert Wigand was a German botanist and plant physiologist known for his work on plant morphology and his opposition to Darwin’s theory of evolution.
-
C.
John M. Perkins
John M. Perkins is an American Christian minister, civil rights activist, and community development leader known for his work in racial reconciliation and founding the Christian Community Development Association.
-
D.
Bryan Mills
Bryan Mills is the highly skilled former CIA operative and fiercely protective father portrayed by Liam Neeson in the Taken film series.
-
E.
Jeffrey Wigand
Jeffrey Wigand is an American former tobacco executive turned whistleblower who exposed health risks and corporate misconduct in the cigarette industry, most famously depicted in the film "The Insider."
- 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_69d822d9c0408190b9a2b3643e58bb4d |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de9a72cff08190878b4bed9b0b5eb5 |
completed | April 14, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fda90e1778819095f5ac8848120098 |
completed | May 8, 2026, 9:12 a.m. |
Created at: April 10, 2026, 1:22 a.m.