Triple

T3611615
Position Surface form Disambiguated ID Type / Status
Subject Jules Reyes E76500 entity
Predicate associatedWith P37 FINISHED
Object 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.
E373082 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: Spartan-IV program | Statement: [Jules Reyes, associatedWith, Spartan-IV program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spartan-IV program
Context triple: [Jules Reyes, associatedWith, Spartan-IV program]
  • A. Helios program
    The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
  • B. Talos
    Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
  • C. Delta IV
    Delta IV is an expendable heavy-lift launch vehicle family developed by Boeing and operated by United Launch Alliance for launching military, government, and commercial payloads into orbit.
  • D. Jaeger program
    The Jaeger program is a global military initiative in the Pacific Rim universe that develops and deploys giant human-piloted robots to combat monstrous kaiju threats.
  • E. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • 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: Spartan-IV program
Triple: [Jules Reyes, associatedWith, Spartan-IV program]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spartan-IV program
Target entity description: 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.
  • A. Helios program
    The Helios program was a joint NASA–German Aerospace Center mission in the 1970s that launched two probes to study the Sun at close range, setting records for both solar proximity and spacecraft speed.
  • B. Talos
    Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
  • C. Delta IV
    Delta IV is an expendable heavy-lift launch vehicle family developed by Boeing and operated by United Launch Alliance for launching military, government, and commercial payloads into orbit.
  • D. Jaeger program
    The Jaeger program is a global military initiative in the Pacific Rim universe that develops and deploys giant human-piloted robots to combat monstrous kaiju threats.
  • E. Phoenix Program
    The Phoenix Program was a controversial covert counterinsurgency and intelligence operation run by the United States and South Vietnamese governments during the Vietnam War, aimed at identifying, capturing, or eliminating Viet Cong infrastructure.
  • 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_69ad85da0ba481908b3b48c69efe2b98 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc22e5b30819084184b730732c727 completed March 8, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b433136c94819099bc1d3846e54b07 completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b43710e1f48190b581c93a9f5003de completed March 13, 2026, 4:10 p.m.
NED2 Entity disambiguation (via description) batch_69b43777745c819097be79cd889da55c completed March 13, 2026, 4:12 p.m.
Created at: March 8, 2026, 3:23 p.m.