Triple
T16291517
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Josh Duhamel |
E395533
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | Transformers |
E490136
|
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: Transformers | Statement: [Josh Duhamel, notableWork, Transformers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers Context triple: [Josh Duhamel, notableWork, Transformers]
-
A.
Transformers
"Transformers" is a track featured on Warren G's influential West Coast hip hop album *Regulate... G Funk Era*.
-
B.
Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
C.
Transformers: Animated
Transformers: Animated is an American animated television series in the Transformers franchise that reimagines the iconic robots in a stylized, character-driven storyline.
-
D.
Transformers (2007 film)
chosen
Transformers (2007 film) is a live-action science fiction action movie directed by Michael Bay that launched the blockbuster film franchise based on Hasbro's transforming robot toy line.
-
E.
Transformers: Cybertron
Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24919345881909ba4e7fe2e59340f |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f97895081909f22ded3507afe14 |
completed | May 10, 2026, 6:03 a.m. |
Created at: April 10, 2026, 5:05 a.m.