Triple
T7561518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bryan Mills |
E178803
|
entity |
| Predicate | franchise |
P1500
|
FINISHED |
| Object |
Taken film series
The Taken film series is a popular action-thriller franchise centered on former CIA operative Bryan Mills, known for its intense rescue missions and the iconic "particular set of skills" line.
|
E673208
|
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: Taken film series | Statement: [Bryan Mills, franchise, Taken film series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Taken film series Context triple: [Bryan Mills, franchise, Taken film series]
-
A.
It film series
The It film series is a horror franchise based on Stephen King’s novel, following a group of children and later adults as they confront the shape-shifting entity Pennywise the Dancing Clown.
-
B.
Avatar franchise
The Avatar franchise is a science fiction media series created by James Cameron, centered on the alien world of Pandora and its indigenous Na’vi people, spanning blockbuster films, theme park attractions, and related media.
-
C.
Frozen franchise
The Frozen franchise is a popular Disney media series centered on the magical adventures of sisters Anna and Elsa in the kingdom of Arendelle, spanning animated films, shorts, merchandise, and stage adaptations.
-
D.
Rio film series
The Rio film series is an animated movie franchise from Blue Sky Studios that follows the colorful adventures of Blu, a domesticated macaw, and his friends in vibrant Brazilian settings.
-
E.
Motion series
Motion series is a celebrated photographic project by Ernst Haas that explores movement and color through pioneering use of blur and dynamic composition.
- 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: Taken film series Triple: [Bryan Mills, franchise, Taken film series]
Generated description
The Taken film series is a popular action-thriller franchise centered on former CIA operative Bryan Mills, known for its intense rescue missions and the iconic "particular set of skills" line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Taken film series Target entity description: The Taken film series is a popular action-thriller franchise centered on former CIA operative Bryan Mills, known for its intense rescue missions and the iconic "particular set of skills" line.
-
A.
It film series
The It film series is a horror franchise based on Stephen King’s novel, following a group of children and later adults as they confront the shape-shifting entity Pennywise the Dancing Clown.
-
B.
Avatar franchise
The Avatar franchise is a science fiction media series created by James Cameron, centered on the alien world of Pandora and its indigenous Na’vi people, spanning blockbuster films, theme park attractions, and related media.
-
C.
Frozen franchise
The Frozen franchise is a popular Disney media series centered on the magical adventures of sisters Anna and Elsa in the kingdom of Arendelle, spanning animated films, shorts, merchandise, and stage adaptations.
-
D.
Rio film series
The Rio film series is an animated movie franchise from Blue Sky Studios that follows the colorful adventures of Blu, a domesticated macaw, and his friends in vibrant Brazilian settings.
-
E.
Motion series
Motion series is a celebrated photographic project by Ernst Haas that explores movement and color through pioneering use of blur and dynamic composition.
- 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_69c69f2f80288190b95cceb4da92ab2b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8f847c48190a1081aa9de7ff945 |
completed | March 27, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c856d0cbfc8190b2cb2b601a7b078c |
completed | March 28, 2026, 10:31 p.m. |
| NEDg | Description generation | batch_69c857e2b6b08190ad5236352d0142be |
completed | March 28, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8587de3588190a209069dfee31a21 |
completed | March 28, 2026, 10:38 p.m. |
Created at: March 27, 2026, 3:50 p.m.