Triple

T18081304
Position Surface form Disambiguated ID Type / Status
Subject unobtanium E432694 entity
Predicate drivesPlotEvent P36867 FINISHED
Object RDA military operations on Pandora
RDA military operations on Pandora are the aggressive, technologically advanced campaigns conducted by the human Resources Development Administration to secure resources and control over the alien moon in the Avatar universe.
E1305766 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: RDA military operations on Pandora | Statement: [unobtanium, drivesPlotEvent, RDA military operations on Pandora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RDA military operations on Pandora
Context triple: [unobtanium, drivesPlotEvent, RDA military operations on Pandora]
  • A. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • B. Moonsund Archipelago operations
    The Moonsund Archipelago operations were a series of World War II naval and amphibious battles in the Baltic Sea, in which Soviet forces fought to seize strategic islands from German control.
  • C. Spartan-II program
    The Spartan-II program is a top-secret military initiative in the Halo universe that created genetically and cybernetically enhanced supersoldiers to serve as elite commandos for humanity.
  • D. Dragonfly mission
    The Dragonfly mission is a planned NASA rotorcraft lander designed to fly across Saturn’s moon Titan to study its chemistry, geology, and potential habitability.
  • E. Evacuation of Echo Base
    The Evacuation of Echo Base is a pivotal Star Wars battle in which the Rebel Alliance flees its hidden stronghold on the ice planet Hoth under assault from the Galactic Empire.
  • 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: RDA military operations on Pandora
Triple: [unobtanium, drivesPlotEvent, RDA military operations on Pandora]
Generated description
RDA military operations on Pandora are the aggressive, technologically advanced campaigns conducted by the human Resources Development Administration to secure resources and control over the alien moon in the Avatar universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RDA military operations on Pandora
Target entity description: RDA military operations on Pandora are the aggressive, technologically advanced campaigns conducted by the human Resources Development Administration to secure resources and control over the alien moon in the Avatar universe.
  • A. Spartan-IV program
    The Spartan-IV program is a United Nations Space Command initiative in the Halo universe that augments volunteer adult soldiers into advanced supersoldiers using more sustainable and less extreme methods than earlier Spartan generations.
  • B. Moonsund Archipelago operations
    The Moonsund Archipelago operations were a series of World War II naval and amphibious battles in the Baltic Sea, in which Soviet forces fought to seize strategic islands from German control.
  • C. Spartan-II program
    The Spartan-II program is a top-secret military initiative in the Halo universe that created genetically and cybernetically enhanced supersoldiers to serve as elite commandos for humanity.
  • D. Dragonfly mission
    The Dragonfly mission is a planned NASA rotorcraft lander designed to fly across Saturn’s moon Titan to study its chemistry, geology, and potential habitability.
  • E. Evacuation of Echo Base
    The Evacuation of Echo Base is a pivotal Star Wars battle in which the Rebel Alliance flees its hidden stronghold on the ice planet Hoth under assault from the Galactic Empire.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4d9fb42888190919fe711a281bd7c completed April 19, 2026, 1:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d8d4ab881909b2ebe0b933e3b97 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a0360cc5d648190bd7d7d756f662046 completed May 12, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a03616317548190a09b0df1c9d6d303 completed May 12, 2026, 5:20 p.m.
Created at: April 10, 2026, 10:27 a.m.