Triple

T14961845
Position Surface form Disambiguated ID Type / Status
Subject Amaya Namani E373081 entity
Predicate programGeneration P116856 FINISHED
Object Spartan-IV E373082 NE FINISHED

How this triple was built (3 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: Spartan-IV | Statement: [Amaya Namani, programGeneration, Spartan-IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spartan-IV
Context triple: [Amaya Namani, programGeneration, Spartan-IV]
  • A. Spartan-IV program chosen
    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. 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.
  • C. Spartan-III program
    The Spartan-III program is a clandestine UNSC initiative in the Halo universe that creates cheaper, mass-produced supersoldiers from orphaned children for high-risk special operations against the Covenant.
  • D. Spartan syssitia
    The Spartan syssitia were communal messes where male citizens regularly dined together, reinforcing military discipline, social equality, and civic cohesion in ancient Sparta.
  • E. Spartan Executive (some variants)
    The Spartan Executive is a luxury, all-metal American business aircraft from the late 1930s, renowned for its speed, comfort, and exclusivity among wealthy private owners.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: programGeneration
Context triple: [Amaya Namani, programGeneration, Spartan-IV]
  • A. program
    Indicates that an entity creates, writes, or develops a computer program or software application.
  • B. programming
    Indicates that an entity writes, develops, or modifies software or code, typically using a programming language to create or control computer programs.
  • C. madeProgram
    Indicates that one entity created, developed, or authored a program (such as software or a coded application).
  • D. createdProgram
    Indicates that an entity authored, developed, or produced a particular program (such as software or a coded application).
  • E. programmingBlock
    Indicates a relationship where one entity is a defined segment or unit of programming logic (such as a code block or script section) associated with or contained within another entity.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6cece6881908cd8c8fe41583bee completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe9dc4715c81908b4745996d660f7c completed May 9, 2026, 2:36 a.m.
PD Predicate disambiguation batch_69de9a5d995881909e33658f5aea5582 completed April 14, 2026, 7:49 p.m.
PDg Predicate description generation batch_69deb1a4d8dc8190a4c0841c20f2875f completed April 14, 2026, 9:29 p.m.
Created at: April 10, 2026, 2:40 a.m.