Triple

T17065704
Position Surface form Disambiguated ID Type / Status
Subject Stephen Lang E414080 entity
Predicate notableWork P4 FINISHED
Object Avatar: The Quest for Eywa
Avatar: The Quest for Eywa is an upcoming film in the Avatar franchise in which Stephen Lang reprises his role in a new chapter of the science-fiction saga set on Pandora.
E1251094 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: Avatar: The Quest for Eywa | Statement: [Stephen Lang, notableWork, Avatar: The Quest for Eywa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avatar: The Quest for Eywa
Context triple: [Stephen Lang, notableWork, Avatar: The Quest for Eywa]
  • A. The Avatar
    The Avatar is a science fiction novel by Poul Anderson that explores humanity's first contact with an advanced alien civilization and the political and philosophical consequences that follow.
  • B. Avatar 3
    Avatar 3 is an upcoming installment in James Cameron’s science fiction film franchise, continuing the story of the Na’vi and human conflict on Pandora following Avatar and Avatar: The Way of Water.
  • C. Avatar: Frontiers of Pandora
    Avatar: Frontiers of Pandora is an open-world action-adventure game set in James Cameron’s Avatar universe, featuring exploration and combat on the alien moon Pandora.
  • D. Avatar 5
    Avatar 5 is an upcoming installment in James Cameron’s epic science fiction film franchise set on the alien world of Pandora.
  • E. Avatar 4
    Avatar 4 is an upcoming installment in James Cameron’s science fiction film franchise, continuing the epic saga of Pandora and its inhabitants.
  • 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: Avatar: The Quest for Eywa
Triple: [Stephen Lang, notableWork, Avatar: The Quest for Eywa]
Generated description
Avatar: The Quest for Eywa is an upcoming film in the Avatar franchise in which Stephen Lang reprises his role in a new chapter of the science-fiction saga set on Pandora.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avatar: The Quest for Eywa
Target entity description: Avatar: The Quest for Eywa is an upcoming film in the Avatar franchise in which Stephen Lang reprises his role in a new chapter of the science-fiction saga set on Pandora.
  • A. The Avatar
    The Avatar is a science fiction novel by Poul Anderson that explores humanity's first contact with an advanced alien civilization and the political and philosophical consequences that follow.
  • B. Avatar 3
    Avatar 3 is an upcoming installment in James Cameron’s science fiction film franchise, continuing the story of the Na’vi and human conflict on Pandora following Avatar and Avatar: The Way of Water.
  • C. Avatar: Frontiers of Pandora
    Avatar: Frontiers of Pandora is an open-world action-adventure game set in James Cameron’s Avatar universe, featuring exploration and combat on the alien moon Pandora.
  • D. Avatar 5
    Avatar 5 is an upcoming installment in James Cameron’s epic science fiction film franchise set on the alien world of Pandora.
  • E. Avatar 4
    Avatar 4 is an upcoming installment in James Cameron’s science fiction film franchise, continuing the epic saga of Pandora and its inhabitants.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3db8171348190ab68d2e4f05f7120 completed April 18, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0139f346f0819094a430a11e361bac completed May 11, 2026, 2:07 a.m.
NEDg Description generation batch_6a013a9e70c8819081b11ad8db246223 completed May 11, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_6a013b6824888190853cf36548507e1b completed May 11, 2026, 2:14 a.m.
Created at: April 10, 2026, 5:34 a.m.