Triple
T14961833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amaya Namani |
E373081
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Spartan-IV program |
E373082
|
NE FINISHED |
How this triple was built (2 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: [Amaya Namani, memberOf, Spartan-IV program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartan-IV program Context triple: [Amaya Namani, memberOf, Spartan-IV program]
-
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.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69fea5a8b3708190be7c35a05fd08a52 |
completed | May 9, 2026, 3:10 a.m. |
Created at: April 10, 2026, 2:40 a.m.