Triple
T13174881
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Halo 3: ODST |
E313073
|
entity |
| Predicate | storyFocus |
P31
|
FINISHED |
| Object |
Orbital Drop Shock Troopers
Orbital Drop Shock Troopers are an elite special-operations unit of the UNSC in the Halo universe, renowned for their high-risk orbital insertion tactics and gritty, ground-level combat.
|
E1025184
|
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: Orbital Drop Shock Troopers | Statement: [Halo 3: ODST, storyFocus, Orbital Drop Shock Troopers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orbital Drop Shock Troopers Context triple: [Halo 3: ODST, storyFocus, Orbital Drop Shock Troopers]
-
A.
First Order Stormtrooper Corps
The First Order Stormtrooper Corps is the primary infantry force of the First Order in the Star Wars universe, composed of highly trained, indoctrinated soldiers enforcing its authoritarian rule across the galaxy.
-
B.
Storm Troopers
Storm Troopers is the English term commonly used for the Nazi Party’s paramilitary wing, the Sturmabteilung (SA), notorious for its role in street violence and intimidation during Adolf Hitler’s rise to power in Germany.
-
C.
Coruscant Guard
The Coruscant Guard is an elite clone trooper division in the Star Wars universe tasked with security, law enforcement, and protection of key political figures on the Galactic Republic’s capital world.
-
D.
Starfighter Corps
The Starfighter Corps is the Resistance’s elite space-combat force composed of starfighter pilots and support crews who conduct dogfights, raids, and defensive missions against the First Order.
-
E.
Rogue Squadron
Rogue Squadron is an elite starfighter unit of the Rebel Alliance/New Republic in the Star Wars universe, renowned for its daring X-wing pilots and pivotal role in major battles against the Empire.
- 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: Orbital Drop Shock Troopers Triple: [Halo 3: ODST, storyFocus, Orbital Drop Shock Troopers]
Generated description
Orbital Drop Shock Troopers are an elite special-operations unit of the UNSC in the Halo universe, renowned for their high-risk orbital insertion tactics and gritty, ground-level combat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Orbital Drop Shock Troopers Target entity description: Orbital Drop Shock Troopers are an elite special-operations unit of the UNSC in the Halo universe, renowned for their high-risk orbital insertion tactics and gritty, ground-level combat.
-
A.
First Order Stormtrooper Corps
The First Order Stormtrooper Corps is the primary infantry force of the First Order in the Star Wars universe, composed of highly trained, indoctrinated soldiers enforcing its authoritarian rule across the galaxy.
-
B.
Storm Troopers
Storm Troopers is the English term commonly used for the Nazi Party’s paramilitary wing, the Sturmabteilung (SA), notorious for its role in street violence and intimidation during Adolf Hitler’s rise to power in Germany.
-
C.
Coruscant Guard
The Coruscant Guard is an elite clone trooper division in the Star Wars universe tasked with security, law enforcement, and protection of key political figures on the Galactic Republic’s capital world.
-
D.
Starfighter Corps
The Starfighter Corps is the Resistance’s elite space-combat force composed of starfighter pilots and support crews who conduct dogfights, raids, and defensive missions against the First Order.
-
E.
Rogue Squadron
Rogue Squadron is an elite starfighter unit of the Rebel Alliance/New Republic in the Star Wars universe, renowned for its daring X-wing pilots and pivotal role in major battles against the Empire.
- 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_69d806ac3ee081909b2fd27d060aa974 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98c303e3c819086cf0f0b6d9e61ca |
completed | April 10, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6eafe03c48190992df41f77fb043e |
completed | May 3, 2026, 6:28 a.m. |
| NEDg | Description generation | batch_69f6f02dcce88190bdb07e271a52729a |
completed | May 3, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f09ff1088190812008373c0553d5 |
completed | May 3, 2026, 6:52 a.m. |
Created at: April 9, 2026, 9:14 p.m.