Triple
T1416448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Forest Whitaker |
E31928
|
entity |
| Predicate | role |
P268
|
FINISHED |
| Object |
Colonel Weber in Arrival
Colonel Weber in *Arrival* is a high-ranking U.S. Army officer who oversees the military’s response to the alien arrival and serves as the primary liaison between linguist Louise Banks and the government.
|
E161712
|
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: Colonel Weber in Arrival | Statement: [Forest Whitaker, role, Colonel Weber in Arrival]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Colonel Weber in Arrival Context triple: [Forest Whitaker, role, Colonel Weber in Arrival]
-
A.
Ellie Arroway
Ellie Arroway is a brilliant and determined radio astronomer who becomes the central figure in humanity’s first confirmed contact with extraterrestrial intelligence in Carl Sagan’s science fiction story "Contact."
-
B.
Ripley
Ripley is a small town in the Amber Valley district of Derbyshire, England, known historically for its role in the region’s coal mining and industrial development.
-
C.
Rita Vrataski in Edge of Tomorrow
Rita Vrataski in Edge of Tomorrow is a legendary, battle-hardened soldier and war hero famed for her pivotal role in humanity’s fight against an alien invasion.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Roy Neary in Close Encounters of the Third Kind
Roy Neary is the everyman electrical lineman whose obsessive pursuit of a mysterious UFO encounter drives the central narrative of Steven Spielberg’s film "Close Encounters of the Third Kind."
- 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: Colonel Weber in Arrival Triple: [Forest Whitaker, role, Colonel Weber in Arrival]
Generated description
Colonel Weber in *Arrival* is a high-ranking U.S. Army officer who oversees the military’s response to the alien arrival and serves as the primary liaison between linguist Louise Banks and the government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Colonel Weber in Arrival Target entity description: Colonel Weber in *Arrival* is a high-ranking U.S. Army officer who oversees the military’s response to the alien arrival and serves as the primary liaison between linguist Louise Banks and the government.
-
A.
Ellie Arroway
Ellie Arroway is a brilliant and determined radio astronomer who becomes the central figure in humanity’s first confirmed contact with extraterrestrial intelligence in Carl Sagan’s science fiction story "Contact."
-
B.
Ripley
Ripley is a small town in the Amber Valley district of Derbyshire, England, known historically for its role in the region’s coal mining and industrial development.
-
C.
Rita Vrataski in Edge of Tomorrow
Rita Vrataski in Edge of Tomorrow is a legendary, battle-hardened soldier and war hero famed for her pivotal role in humanity’s fight against an alien invasion.
-
D.
Commander Judd
Commander Judd is a powerful and fanatical high-ranking official of Gilead’s theocratic regime in Margaret Atwood’s novel *The Testaments*.
-
E.
Roy Neary in Close Encounters of the Third Kind
Roy Neary is the everyman electrical lineman whose obsessive pursuit of a mysterious UFO encounter drives the central narrative of Steven Spielberg’s film "Close Encounters of the Third Kind."
- 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_69a49919a994819086528951bc224775 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c403ccdc8190b2a5fda037b6ea34 |
completed | March 1, 2026, 10:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ace5833bb88190bcaf8cf46264ab26 |
completed | March 8, 2026, 2:57 a.m. |
| NEDg | Description generation | batch_69ace61c6f348190bba7717b1bd7f24a |
completed | March 8, 2026, 2:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ace6eeb99081908ac23a6c71faeae6 |
completed | March 8, 2026, 3:03 a.m. |
Created at: March 1, 2026, 7:59 p.m.