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.