Triple
T14961852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amaya Namani |
E373081
|
entity |
| Predicate | militaryBranch |
P253
|
FINISHED |
| Object | UNSC Spartan Operations |
E1129897
|
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: UNSC Spartan Operations | Statement: [Amaya Namani, militaryBranch, UNSC Spartan Operations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UNSC Spartan Operations Context triple: [Amaya Namani, militaryBranch, UNSC Spartan Operations]
-
A.
UNSC Spartan Operations
chosen
UNSC Spartan Operations is the United Nations Space Command division responsible for overseeing the elite Spartan supersoldier programs and their deployment in military operations.
-
B.
The Arbiter
The Arbiter is a prominent Sangheili warrior and former Covenant commander in the Halo series who becomes a key ally to humanity and plays a central role in the franchise’s overarching conflict.
-
C.
Spec Ops
Spec Ops is a cooperative game mode in Call of Duty: Modern Warfare 2 featuring standalone missions focused on tactical objectives and teamwork.
-
D.
Halo: The Master Chief Collection
Halo: The Master Chief Collection is a remastered anthology of core Halo first-person shooter titles, bundling multiple campaigns and multiplayer modes into a single, updated package.
-
E.
Halo: Spartan Assault
Halo: Spartan Assault is a top-down, twin-stick shooter set in the Halo universe that explores Spartan Ops missions between Halo 3 and Halo 4.
- 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_69fe969112d8819094e5d81a8ffa3b8a |
completed | May 9, 2026, 2:06 a.m. |
Created at: April 10, 2026, 2:40 a.m.