Triple
T3795486
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysia Aviation Group |
E89758
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Firefly
Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
|
E389540
|
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: [Malaysia Aviation Group, owns, Firefly]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Firefly Context triple: [Malaysia Aviation Group, owns, Firefly]
-
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.
The Firefly
The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
-
C.
Serenity
"Serenity" is a popular hard rock/alternative metal song by the American band Godsmack, known for its darker, atmospheric sound and introspective lyrics.
-
D.
Serenity
Serenity is a 2005 science fiction film written and directed by Joss Whedon that continues the story of the cult TV series Firefly, with Nathan Fillion starring as Captain Malcolm Reynolds.
-
E.
Nightflyers
Nightflyers is a science fiction horror novella by George R. R. Martin that follows a doomed space expedition haunted by a mysterious presence aboard a starship.
- 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: [Malaysia Aviation Group, owns, Firefly]
Generated description
Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Firefly Target entity description: Firefly is a Malaysian regional airline known for operating short-haul flights, often using turboprop aircraft to connect secondary cities and communities.
-
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.
The Firefly
The Firefly is a 1912 operetta by composer Rudolf Friml, best known for its romantic score and songs like "Giannina Mia."
-
C.
Serenity
"Serenity" is a popular hard rock/alternative metal song by the American band Godsmack, known for its darker, atmospheric sound and introspective lyrics.
-
D.
Serenity
Serenity is a 2005 science fiction film written and directed by Joss Whedon that continues the story of the cult TV series Firefly, with Nathan Fillion starring as Captain Malcolm Reynolds.
-
E.
Nightflyers
Nightflyers is a science fiction horror novella by George R. R. Martin that follows a doomed space expedition haunted by a mysterious presence aboard a starship.
- 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_69aed9597d6881909b6ee3b9de859223 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee79f09bc8190b7514a11a030eba5 |
completed | March 9, 2026, 3:30 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f05ea5e081908c4714ca35aed48b |
completed | March 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_69b4f2ed663c8190be431c7aae60259e |
completed | March 14, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4f72eba988190acb96b44fc8b7c30 |
completed | March 14, 2026, 5:50 a.m. |
Created at: March 9, 2026, 3:15 p.m.