Triple
T19098557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mobile Infantry |
E467469
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object |
Terran Federation Armed Forces
The Terran Federation Armed Forces is the futuristic military organization of the Terran Federation in Robert A. Heinlein’s "Starship Troopers," encompassing branches like the Mobile Infantry in its interstellar war against alien species.
|
E1361933
|
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: Terran Federation Armed Forces | Statement: [Mobile Infantry, affiliation, Terran Federation Armed Forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Terran Federation Armed Forces Context triple: [Mobile Infantry, affiliation, Terran Federation Armed Forces]
-
A.
Terran Federation Army
The Terran Federation Army is the primary ground-based military force of the Terran Federation, responsible for planetary defense, surface warfare, and land-based operations.
-
B.
Terran Federation Fleet
The Terran Federation Fleet is the primary spacefaring military arm of the Terran Federation in the Starship Troopers universe, responsible for interstellar defense and warfare against alien threats.
-
C.
Terran Federation Marines
The Terran Federation Marines are the elite military ground-combat force of the Terran Federation, specializing in planetary assaults, shipboard security, and high-risk tactical operations.
-
D.
Terran Dominion
The Terran Dominion is a powerful authoritarian human empire in the StarCraft universe, known for its militaristic rule and ongoing war against alien factions like the Zerg and Protoss.
-
E.
Terran Federation
The Terran Federation is the militaristic, spacefaring human government in Robert A. Heinlein’s novel "Starship Troopers," where full citizenship is earned through federal service.
- 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: Terran Federation Armed Forces Triple: [Mobile Infantry, affiliation, Terran Federation Armed Forces]
Generated description
The Terran Federation Armed Forces is the futuristic military organization of the Terran Federation in Robert A. Heinlein’s "Starship Troopers," encompassing branches like the Mobile Infantry in its interstellar war against alien species.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Terran Federation Armed Forces Target entity description: The Terran Federation Armed Forces is the futuristic military organization of the Terran Federation in Robert A. Heinlein’s "Starship Troopers," encompassing branches like the Mobile Infantry in its interstellar war against alien species.
-
A.
Terran Federation Army
The Terran Federation Army is the primary ground-based military force of the Terran Federation, responsible for planetary defense, surface warfare, and land-based operations.
-
B.
Terran Federation Fleet
The Terran Federation Fleet is the primary spacefaring military arm of the Terran Federation in the Starship Troopers universe, responsible for interstellar defense and warfare against alien threats.
-
C.
Terran Federation Marines
The Terran Federation Marines are the elite military ground-combat force of the Terran Federation, specializing in planetary assaults, shipboard security, and high-risk tactical operations.
-
D.
Terran Dominion
The Terran Dominion is a powerful authoritarian human empire in the StarCraft universe, known for its militaristic rule and ongoing war against alien factions like the Zerg and Protoss.
-
E.
Terran Federation
The Terran Federation is the militaristic, spacefaring human government in Robert A. Heinlein’s novel "Starship Troopers," where full citizenship is earned through federal service.
- 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_69d8dd05ac4c8190b1967d8f97f3fb2f |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e36c55688190b4a5135ea10c9924 |
completed | April 20, 2026, 8:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f244651c8190a5c0a7ee60243fa3 |
completed | May 15, 2026, 10:15 a.m. |
| NEDg | Description generation | batch_6a06f328c18881909948ed66d50b9eae |
completed | May 15, 2026, 10:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06f4f990808190b3b8e21f85d20219 |
completed | May 15, 2026, 10:27 a.m. |
Created at: April 10, 2026, 12:04 p.m.