Triple
T12531640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grace Williams |
E299578
|
entity |
| Predicate | firstAppearance |
P795
|
FINISHED |
| Object | From Darkness, episode 1 |
E299568
|
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: From Darkness, episode 1 | Statement: [Grace Williams, firstAppearance, From Darkness, episode 1]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: From Darkness, episode 1 Context triple: [Grace Williams, firstAppearance, From Darkness, episode 1]
-
A.
From Darkness
chosen
From Darkness is a British crime drama television series featuring Anne-Marie Duff as a former police officer drawn back into an investigation that forces her to confront her traumatic past.
-
B.
Darkness Descends
"Darkness Descends" is a song by British singer-songwriter Laura Marling from her critically acclaimed 2010 album "I Speak Because I Can."
-
C.
Set in Darkness
Set in Darkness is a crime novel in Ian Rankin’s Inspector Rebus series, set in Edinburgh and blending a murder investigation with political intrigue around the re-establishment of the Scottish Parliament.
-
D.
Darkness and the Light
Darkness and the Light is a philosophical science fiction novel by Olaf Stapledon that contrasts two possible futures for humanity shaped by differing social and moral choices.
-
E.
Even in Darkness
Even in Darkness is a 2001 collaborative hip hop album by the Dungeon Family collective, showcasing members like Outkast and Goodie Mob over Southern-fried, funk-influenced production.
- 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_69d6ada5cdd48190860d9ce30aff69be |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d95469d100819087c83bc55e3ec9ce |
completed | April 10, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f64bc8866c81908821525b595715e2 |
completed | May 2, 2026, 7:08 p.m. |
Created at: April 8, 2026, 9:57 p.m.