Triple
T21162697
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers (2009 film toyline and related media) |
E521479
|
entity |
| Predicate | includesCharacter |
P5716
|
FINISHED |
| Object |
Mudflap
Mudflap is an Autobot character from the Transformers franchise, typically depicted as a young, impulsive robot who often partners with his twin Skids.
|
E1469773
|
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: Mudflap | Statement: [Transformers (2009 film toyline and related media), includesCharacter, Mudflap]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mudflap Context triple: [Transformers (2009 film toyline and related media), includesCharacter, Mudflap]
-
A.
Mudboy
Mudboy is the debut studio album by American rapper Sheck Wes, featuring his breakout hit "Mo Bamba" and establishing his raw, energetic style.
-
B.
Patchface
Patchface is a jester and fool at Dragonstone in the A Song of Ice and Fire series, known for his eerie, prophetic riddles and close bond with the young princess Shireen Baratheon.
-
C.
Rust Bucket
Rust Bucket is the iconic, beat-up motorhome used by Max Tennyson and his grandkids as their primary mode of travel and base of operations in the Ben 10 animated series.
-
D.
Rubberneck
Rubberneck is a psychological thriller film about obsession and workplace romance that was directed by filmmaker and actor Alex Karpovsky.
-
E.
Skid
Skid is the 1970 debut studio album by Irish blues-rock band Skid Row, featuring guitarist Gary Moore.
- 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: Mudflap Triple: [Transformers (2009 film toyline and related media), includesCharacter, Mudflap]
Generated description
Mudflap is an Autobot character from the Transformers franchise, typically depicted as a young, impulsive robot who often partners with his twin Skids.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mudflap Target entity description: Mudflap is an Autobot character from the Transformers franchise, typically depicted as a young, impulsive robot who often partners with his twin Skids.
-
A.
Mudboy
Mudboy is the debut studio album by American rapper Sheck Wes, featuring his breakout hit "Mo Bamba" and establishing his raw, energetic style.
-
B.
Patchface
Patchface is a jester and fool at Dragonstone in the A Song of Ice and Fire series, known for his eerie, prophetic riddles and close bond with the young princess Shireen Baratheon.
-
C.
Rust Bucket
Rust Bucket is the iconic, beat-up motorhome used by Max Tennyson and his grandkids as their primary mode of travel and base of operations in the Ben 10 animated series.
-
D.
Rubberneck
Rubberneck is a psychological thriller film about obsession and workplace romance that was directed by filmmaker and actor Alex Karpovsky.
-
E.
Skid
Skid is the 1970 debut studio album by Irish blues-rock band Skid Row, featuring guitarist Gary Moore.
- 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_69e0b50d1ea481909c07e63c3ead9316 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e72532e9348190ad37fe858843d0f5 |
completed | April 21, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a096dd03f008190a52d21e17eb8e90e |
completed | May 17, 2026, 7:27 a.m. |
| NEDg | Description generation | batch_6a096ef9a6388190ba34cbe01863946c |
completed | May 17, 2026, 7:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a096f7706448190a1bb61535e0adcd3 |
completed | May 17, 2026, 7:34 a.m. |
Created at: April 16, 2026, 2:59 p.m.