Triple
T8725506
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ray Stevenson |
E207119
|
entity |
| Predicate | playedCharacter |
P1507
|
FINISHED |
| Object |
Firefly
Firefly is a DC Comics supervillain and pyromaniac arsonist known for using advanced incendiary weapons and a flight suit to terrorize Gotham City, often as an enemy of Batman.
|
E753054
|
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: Firefly | Statement: [Ray Stevenson, playedCharacter, Firefly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firefly Context triple: [Ray Stevenson, playedCharacter, Firefly]
-
A.
Firefly
Firefly was a streamlined passenger train operated by the St. Louis–San Francisco Railway that provided fast, stylish service in the mid-20th century American Midwest.
-
B.
Firefly
Firefly is a cult-favorite science fiction television series created by Joss Whedon that blends space opera with Western themes and follows the ragtag crew of the spaceship Serenity.
-
C.
Firefly
Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
-
D.
Firefly
Firefly is an Amazon-developed visual and audio recognition feature that lets users quickly identify products, media, and other real-world items using a smartphone camera or microphone.
-
E.
The Firefly
The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
- 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: Firefly Triple: [Ray Stevenson, playedCharacter, Firefly]
Generated description
Firefly is a DC Comics supervillain and pyromaniac arsonist known for using advanced incendiary weapons and a flight suit to terrorize Gotham City, often as an enemy of Batman.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firefly Target entity description: Firefly is a DC Comics supervillain and pyromaniac arsonist known for using advanced incendiary weapons and a flight suit to terrorize Gotham City, often as an enemy of Batman.
-
A.
Firefly
Firefly is a cult-favorite science fiction television series created by Joss Whedon that blends space opera with Western themes and follows the ragtag crew of the spaceship Serenity.
-
B.
Firefly
Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
-
C.
Firefly
Firefly was a streamlined passenger train operated by the St. Louis–San Francisco Railway that provided fast, stylish service in the mid-20th century American Midwest.
-
D.
Firefly
Firefly is an Amazon-developed visual and audio recognition feature that lets users quickly identify products, media, and other real-world items using a smartphone camera or microphone.
-
E.
The Firefly
The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
- 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_69ca835811d8819081ea00fd2a2c9a1c |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d158b0481908249610458f97306 |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf2912c4e08190a147fc31db6788d1 |
completed | April 3, 2026, 2:42 a.m. |
| NEDg | Description generation | batch_69cf2bd32cc881909ac8a61befa9929e |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2c69f83481909423858668d03a8b |
completed | April 3, 2026, 2:56 a.m. |
Created at: March 30, 2026, 6:36 p.m.