Triple
T11546808
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Through the Fire and Flames |
E273794
|
entity |
| Predicate | composer |
P1361
|
FINISHED |
| Object |
Herman Li
Herman Li is a virtuoso guitarist and co-founder of the power metal band DragonForce, renowned for his extremely fast, technical playing style.
|
E931115
|
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: Herman Li | Statement: [Through the Fire and Flames, composer, Herman Li]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Herman Li Context triple: [Through the Fire and Flames, composer, Herman Li]
-
A.
Butch Lee
Butch Lee is a former Puerto Rican basketball star and point guard who led Marquette University to the 1977 NCAA championship before playing in the NBA.
-
B.
David Luan
David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
-
C.
Peter Chung
Peter Chung is an animator and director best known as the creator of the avant-garde science fiction animated series Æon Flux.
-
D.
Samuel Yin
Samuel Yin is a Taiwanese billionaire businessman and philanthropist best known for founding the Tang Prize, an international award recognizing outstanding contributions in fields including biopharmaceutical science.
-
E.
Peter Chou
Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
- 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: Herman Li Triple: [Through the Fire and Flames, composer, Herman Li]
Generated description
Herman Li is a virtuoso guitarist and co-founder of the power metal band DragonForce, renowned for his extremely fast, technical playing style.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Herman Li Target entity description: Herman Li is a virtuoso guitarist and co-founder of the power metal band DragonForce, renowned for his extremely fast, technical playing style.
-
A.
Butch Lee
Butch Lee is a former Puerto Rican basketball star and point guard who led Marquette University to the 1977 NCAA championship before playing in the NBA.
-
B.
David Luan
David Luan is an AI researcher and entrepreneur known for his work on large language models at OpenAI and as co-founder and CEO of Adept AI.
-
C.
Peter Chung
Peter Chung is an animator and director best known as the creator of the avant-garde science fiction animated series Æon Flux.
-
D.
Samuel Yin
Samuel Yin is a Taiwanese billionaire businessman and philanthropist best known for founding the Tang Prize, an international award recognizing outstanding contributions in fields including biopharmaceutical science.
-
E.
Peter Chou
Peter Chou is a Taiwanese entrepreneur and technology executive best known as the co-founder and former CEO of smartphone manufacturer HTC.
- 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_69d6aae4dfa48190a3ab0b19a159a3c5 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d886e3ad548190b2c88332f5d919bd |
completed | April 10, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e685de2bf88190b1f59513fd47feeb |
completed | April 20, 2026, 8 p.m. |
| NEDg | Description generation | batch_69e68fd9d1b88190ba6057a52f51c961 |
completed | April 20, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e69f3de9208190b65f25c3e2d6e222 |
completed | April 20, 2026, 9:48 p.m. |
Created at: April 8, 2026, 9:37 p.m.