Triple
T6975658
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arrival |
E161709
|
entity |
| Predicate | character |
P662
|
FINISHED |
| Object |
Louise Banks
Louise Banks is the linguistics professor and protagonist in the science fiction film "Arrival," known for deciphering an alien language and exploring themes of time and communication.
|
E633738
|
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: Louise Banks | Statement: [Arrival, character, Louise Banks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louise Banks Context triple: [Arrival, character, Louise Banks]
-
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.
Dr. Ryan Stone
Dr. Ryan Stone is the rookie medical engineer and astronaut portrayed by Sandra Bullock in the space survival film "Gravity."
-
C.
John Gorman
John Gorman is a Scottish former footballer and manager best known in management for his spells at clubs such as Wycombe Wanderers and for his long association as assistant to Glenn Hoddle.
-
D.
Elizabeth Shaw
Elizabeth Shaw is a scientist and the central protagonist in the science fiction film "Prometheus," known for her quest to uncover humanity’s origins.
-
E.
Rebecca Kranz
Rebecca Kranz is known as the spouse of American industrialist and philanthropist Henry Crown.
- 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: Louise Banks Triple: [Arrival, character, Louise Banks]
Generated description
Louise Banks is the linguistics professor and protagonist in the science fiction film "Arrival," known for deciphering an alien language and exploring themes of time and communication.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louise Banks Target entity description: Louise Banks is the linguistics professor and protagonist in the science fiction film "Arrival," known for deciphering an alien language and exploring themes of time and communication.
-
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.
Dr. Ryan Stone
Dr. Ryan Stone is the rookie medical engineer and astronaut portrayed by Sandra Bullock in the space survival film "Gravity."
-
C.
John Gorman
John Gorman is a Scottish former footballer and manager best known in management for his spells at clubs such as Wycombe Wanderers and for his long association as assistant to Glenn Hoddle.
-
D.
Elizabeth Shaw
Elizabeth Shaw is a scientist and the central protagonist in the science fiction film "Prometheus," known for her quest to uncover humanity’s origins.
-
E.
Rebecca Kranz
Rebecca Kranz is known as the spouse of American industrialist and philanthropist Henry Crown.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3d3ab08190b107f3229c357dd2 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c761ab41b0819084d26c10bb763f8e |
completed | March 28, 2026, 5:05 a.m. |
| NEDg | Description generation | batch_69c763b0d5cc8190bdd82fc8a5a95ef1 |
completed | March 28, 2026, 5:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c76435fd2c819099143ea12f21d095 |
completed | March 28, 2026, 5:16 a.m. |
Created at: March 27, 2026, 2:31 p.m.