Triple
T14877155
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tugg Speedman |
E349896
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Scorcher film series
The Scorcher film series is a fictional over-the-top action movie franchise within the film "Tropic Thunder," starring the character Tugg Speedman as its fading action hero.
|
E1126049
|
NE FINISHED |
How this triple was built (4 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: Scorcher film series | Statement: [Tugg Speedman, knownFor, Scorcher film series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scorcher film series Context triple: [Tugg Speedman, knownFor, Scorcher film series]
-
A.
Derek Flint film series
The Derek Flint film series is a 1960s spy-comedy franchise starring James Coburn as the ultra-competent, tongue-in-cheek superspy Derek Flint.
-
B.
Saw film series
The Saw film series is a long-running American horror franchise known for its elaborate death traps, moralistic games, and the iconic serial killer Jigsaw.
-
C.
Trancers
Trancers is a 1984 science fiction cult film blending time travel, noir detective elements, and low-budget action, directed by Charles Band and co-written by Danny Bilson.
-
D.
Nightstalkers series
The Nightstalkers series is a Marvel Comics horror-action title that follows Blade teaming up with other supernatural hunters to battle vampires and occult threats.
-
E.
Scorpion II
Scorpion II was a predynastic Egyptian ruler, likely a king of Upper Egypt, who reigned shortly before the unification of Egypt under Narmer.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Scorcher film series Triple: [Tugg Speedman, knownFor, Scorcher film series]
Generated description
The Scorcher film series is a fictional over-the-top action movie franchise within the film "Tropic Thunder," starring the character Tugg Speedman as its fading action hero.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scorcher film series Target entity description: The Scorcher film series is a fictional over-the-top action movie franchise within the film "Tropic Thunder," starring the character Tugg Speedman as its fading action hero.
-
A.
Derek Flint film series
The Derek Flint film series is a 1960s spy-comedy franchise starring James Coburn as the ultra-competent, tongue-in-cheek superspy Derek Flint.
-
B.
Saw film series
The Saw film series is a long-running American horror franchise known for its elaborate death traps, moralistic games, and the iconic serial killer Jigsaw.
-
C.
Trancers
Trancers is a 1984 science fiction cult film blending time travel, noir detective elements, and low-budget action, directed by Charles Band and co-written by Danny Bilson.
-
D.
Nightstalkers series
The Nightstalkers series is a Marvel Comics horror-action title that follows Blade teaming up with other supernatural hunters to battle vampires and occult threats.
-
E.
Scorpion II
Scorpion II was a predynastic Egyptian ruler, likely a king of Upper Egypt, who reigned shortly before the unification of Egypt under Narmer.
- F. None of above. chosen
Provenance (5 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_69d822ee4f408190b6ac3b2fa434f0df |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded5e4e4448190a8796573bc6d1069 |
completed | April 15, 2026, 12:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fe6b54ad7c819082575245da07e358 |
completed | May 8, 2026, 11:01 p.m. |
| NEDg | Description generation | batch_69fe6be21f148190bec0e5adfcc0a91a |
completed | May 8, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe6c6ebe4881909334d772e45403f6 |
completed | May 8, 2026, 11:06 p.m. |
Created at: April 10, 2026, 1:55 a.m.