Triple
T14961884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartan-IV program |
E373082
|
entity |
| Predicate | notableUnit |
P304
|
FINISHED |
| Object |
Spartan Ops teams aboard UNSC Infinity
The Spartan Ops teams aboard the UNSC Infinity are elite Spartan-IV fireteams deployed on high-risk special operations missions in the Halo universe’s post-war era.
|
E1129908
|
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 Ops teams aboard UNSC Infinity | Statement: [Spartan-IV program, notableUnit, Spartan Ops teams aboard UNSC Infinity]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Spartan Ops teams aboard UNSC Infinity Context triple: [Spartan-IV program, notableUnit, Spartan Ops teams aboard UNSC Infinity]
-
A.
UNSC
UNSC is the primary United Nations body responsible for maintaining international peace and security, including authorizing peacekeeping missions and sanctions.
-
B.
UNSC
UNSC is the commonly used abbreviation for the United Nations Statistical Commission, the primary global body for setting international statistical standards and coordinating statistical activities.
-
C.
Spartan-Halley (SPARTAN-203)
Spartan-Halley (SPARTAN-203) was a free-flying astronomical observatory designed to study Comet Halley from space during its 1986 apparition.
-
D.
UNSC Marine Corps
The UNSC Marine Corps is a prominent fictional military branch in the Halo universe, serving as the primary ground combat force of the United Nations Space Command in its wars against alien and human threats.
-
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. 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 Ops teams aboard UNSC Infinity Triple: [Spartan-IV program, notableUnit, Spartan Ops teams aboard UNSC Infinity]
Generated description
The Spartan Ops teams aboard the UNSC Infinity are elite Spartan-IV fireteams deployed on high-risk special operations missions in the Halo universe’s post-war era.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Spartan Ops teams aboard UNSC Infinity Target entity description: The Spartan Ops teams aboard the UNSC Infinity are elite Spartan-IV fireteams deployed on high-risk special operations missions in the Halo universe’s post-war era.
-
A.
UNSC
UNSC is the primary United Nations body responsible for maintaining international peace and security, including authorizing peacekeeping missions and sanctions.
-
B.
UNSC
UNSC is the commonly used abbreviation for the United Nations Statistical Commission, the primary global body for setting international statistical standards and coordinating statistical activities.
-
C.
Spartan-Halley (SPARTAN-203)
Spartan-Halley (SPARTAN-203) was a free-flying astronomical observatory designed to study Comet Halley from space during its 1986 apparition.
-
D.
UNSC Marine Corps
The UNSC Marine Corps is a prominent fictional military branch in the Halo universe, serving as the primary ground combat force of the United Nations Space Command in its wars against alien and human threats.
-
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. 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_69fe8bdd27808190b52bdbf5da5b01d6 |
completed | May 9, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69fe8e61d8ac8190b536a0a3f684a551 |
completed | May 9, 2026, 1:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe8ef46e8c819094bd63845e166f85 |
completed | May 9, 2026, 1:33 a.m. |
Created at: April 10, 2026, 2:40 a.m.