Triple
T8294329
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frank Marshall |
E194176
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Signs |
E218752
|
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: Signs | Statement: [Frank Marshall, notableWork, Signs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Signs Context triple: [Frank Marshall, notableWork, Signs]
-
A.
Signs
"Signs" is a 2005 hip hop single by Snoop Dogg featuring Justin Timberlake and Charlie Wilson, known for its smooth, funk-influenced production and crossover pop appeal.
-
B.
Signs
chosen
Signs is a 2002 science-fiction thriller film directed by M. Night Shyamalan, centered on a former priest and his family confronting mysterious crop circles and an apparent alien invasion.
-
C.
Signs
Signs is a blues-rock studio album by American guitarist and singer Jonny Lang, showcasing his soulful vocals and guitar-driven sound.
-
D.
Signs
"Signs" is a television project featuring Emmy-winning actress Merritt Wever, known for her nuanced and understated performances in character-driven dramas.
-
E.
Signs
Signs is a collection of philosophical essays by Maurice Merleau-Ponty that explores language, expression, and meaning within his phenomenological framework.
- 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_69ca82e50ebc81909aa7b260c76bd757 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7df5fff88190ac51a8d1c3eb2fe2 |
completed | March 31, 2026, 7:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd6899b818819090c80a8eba7d5d4c |
completed | April 1, 2026, 6:48 p.m. |
Created at: March 30, 2026, 5:52 p.m.