Triple
T14961901
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spartan-IV program |
E373082
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object |
Halo: Escalation
Halo: Escalation is a comic book series set in the Halo universe that expands on the games’ storyline by following Spartan and UNSC characters through political intrigue and large-scale military conflicts.
|
E1142735
|
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: Halo: Escalation | Statement: [Spartan-IV program, appearsIn, Halo: Escalation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Halo: Escalation Context triple: [Spartan-IV program, appearsIn, Halo: Escalation]
-
A.
Halo: Spartan Ops
Halo: Spartan Ops is an episodic cooperative campaign mode in Halo 4 that follows a new team of Spartan-IV supersoldiers in story-driven missions released post-launch.
-
B.
Halo: Fireteam Raven
Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
-
C.
Halo: Nightfall
Halo: Nightfall is a live-action digital miniseries set in the Halo video game universe, produced by Ridley Scott and serving as a narrative bridge between Halo 4 and Halo 5: Guardians.
-
D.
Halo Infinite
Halo Infinite is a first-person sci-fi shooter by 343 Industries that continues the story of Master Chief with an open-world-inspired campaign and multiplayer set on the Zeta Halo ring.
-
E.
Halo 5: Guardians
Halo 5: Guardians is a sci-fi first-person shooter for Xbox One that continues the Halo saga with dual protagonists, cooperative-focused campaign design, and expanded competitive multiplayer modes.
- 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: Halo: Escalation Triple: [Spartan-IV program, appearsIn, Halo: Escalation]
Generated description
Halo: Escalation is a comic book series set in the Halo universe that expands on the games’ storyline by following Spartan and UNSC characters through political intrigue and large-scale military conflicts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Halo: Escalation Target entity description: Halo: Escalation is a comic book series set in the Halo universe that expands on the games’ storyline by following Spartan and UNSC characters through political intrigue and large-scale military conflicts.
-
A.
Halo: Spartan Ops
Halo: Spartan Ops is an episodic cooperative campaign mode in Halo 4 that follows a new team of Spartan-IV supersoldiers in story-driven missions released post-launch.
-
B.
Halo: Fireteam Raven
Halo: Fireteam Raven is an arcade-style cooperative shooter set in the Halo universe, following an elite ODST squad fighting alongside Master Chief during the events of the original game.
-
C.
Halo: Nightfall
Halo: Nightfall is a live-action digital miniseries set in the Halo video game universe, produced by Ridley Scott and serving as a narrative bridge between Halo 4 and Halo 5: Guardians.
-
D.
Halo Infinite
Halo Infinite is a first-person sci-fi shooter by 343 Industries that continues the story of Master Chief with an open-world-inspired campaign and multiplayer set on the Zeta Halo ring.
-
E.
Halo 5: Guardians
Halo 5: Guardians is a sci-fi first-person shooter for Xbox One that continues the Halo saga with dual protagonists, cooperative-focused campaign design, and expanded competitive multiplayer modes.
- 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_69fed31a49d88190a200c427fe02616f |
completed | May 9, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69fed46caba481908864d62936659a6d |
completed | May 9, 2026, 6:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fed4f5be0c8190a1fb6e1a176c5208 |
completed | May 9, 2026, 6:32 a.m. |
Created at: April 10, 2026, 2:40 a.m.