Triple
T20760725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transformers: Headmasters |
E510968
|
entity |
| Predicate | hasCharacter |
P2308
|
FINISHED |
| Object |
Hardhead
Hardhead is an Autobot Headmaster from the Transformers franchise, known for his tough, stubborn personality and his role as a heavily armed ground assault warrior.
|
E1448021
|
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: Hardhead | Statement: [Transformers: Headmasters, hasCharacter, Hardhead]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hardhead Context triple: [Transformers: Headmasters, hasCharacter, Hardhead]
-
A.
Bonehead
Bonehead is the nickname of Paul Arthurs, the rhythm guitarist and founding member of the British rock band Oasis.
-
B.
American Head Charge
American Head Charge is an American industrial metal band known for its aggressive sound, electronic influences, and intense live performances that gained prominence in the early 2000s.
-
C.
Headrush
Headrush is a song featured on the album "What Happens Next."
-
D.
Suedehead
"Suedehead" is Morrissey's 1988 debut solo single, a jangly, melancholic indie track widely regarded as one of his signature songs after The Smiths.
-
E.
Thick Skull
"Thick Skull" is a song featured on Paramore’s 2023 album *This Is Why*, noted for its introspective lyrics and dynamic, emotionally charged sound.
- 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: Hardhead Triple: [Transformers: Headmasters, hasCharacter, Hardhead]
Generated description
Hardhead is an Autobot Headmaster from the Transformers franchise, known for his tough, stubborn personality and his role as a heavily armed ground assault warrior.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hardhead Target entity description: Hardhead is an Autobot Headmaster from the Transformers franchise, known for his tough, stubborn personality and his role as a heavily armed ground assault warrior.
-
A.
Bonehead
Bonehead is the nickname of Paul Arthurs, the rhythm guitarist and founding member of the British rock band Oasis.
-
B.
American Head Charge
American Head Charge is an American industrial metal band known for its aggressive sound, electronic influences, and intense live performances that gained prominence in the early 2000s.
-
C.
Headrush
Headrush is a song featured on the album "What Happens Next."
-
D.
Suedehead
"Suedehead" is Morrissey's 1988 debut solo single, a jangly, melancholic indie track widely regarded as one of his signature songs after The Smiths.
-
E.
Thick Skull
"Thick Skull" is a song featured on Paramore’s 2023 album *This Is Why*, noted for its introspective lyrics and dynamic, emotionally charged sound.
- 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_69e0b4c909ec8190b05987f1639513f6 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c248701081908ae49fca933e05f6 |
completed | April 21, 2026, 12:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08e84cc14c8190a3a90116a657af27 |
completed | May 16, 2026, 9:57 p.m. |
| NEDg | Description generation | batch_6a08e90ba0188190a4e744a79962bf2e |
completed | May 16, 2026, 10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08e9799dbc8190b91f7c0ba0e1cfaf |
completed | May 16, 2026, 10:02 p.m. |
Created at: April 16, 2026, 12:35 p.m.