Triple
T19098539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Terran Federation |
E467468
|
entity |
| Predicate | notableCharacterRole |
P20971
|
FINISHED |
| Object |
Juan Rico serves in the Mobile Infantry of the Terran Federation
Juan Rico serves in the Mobile Infantry of the Terran Federation is the protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," depicting his progression from recruit to officer in a futuristic interstellar war.
|
E1358260
|
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: Juan Rico serves in the Mobile Infantry of the Terran Federation | Statement: [Terran Federation, notableCharacterRole, Juan Rico serves in the Mobile Infantry of the Terran Federation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan Rico serves in the Mobile Infantry of the Terran Federation Context triple: [Terran Federation, notableCharacterRole, Juan Rico serves in the Mobile Infantry of the Terran Federation]
-
A.
JV Ejercito
JV Ejercito is a Filipino politician and former senator known for his work on infrastructure and public transportation legislation.
-
B.
ROC Armed Forces
The ROC Armed Forces are the military forces of Taiwan, responsible for the island’s defense and composed of its army, navy, air force, and related branches.
-
C.
Marine Commandos (MARCOS)
Marine Commandos (MARCOS) are the Indian Navy’s elite special operations force, trained for maritime warfare, counter-terrorism, and high-risk covert missions on land, sea, and air.
-
D.
Imperial Guard marines
Imperial Guard marines are elite naval infantry within the Warhammer 40,000 universe’s Imperial Guard, specializing in shipboard combat, planetary assaults, and securing beachheads for the Imperium’s forces.
-
E.
Special Ranger Group
The Special Ranger Group is an elite commando unit within India’s National Security Guard, specializing in high-risk counterterrorism and special operations.
- 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: Juan Rico serves in the Mobile Infantry of the Terran Federation Triple: [Terran Federation, notableCharacterRole, Juan Rico serves in the Mobile Infantry of the Terran Federation]
Generated description
Juan Rico serves in the Mobile Infantry of the Terran Federation is the protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," depicting his progression from recruit to officer in a futuristic interstellar war.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Juan Rico serves in the Mobile Infantry of the Terran Federation Target entity description: Juan Rico serves in the Mobile Infantry of the Terran Federation is the protagonist of Robert A. Heinlein’s military science fiction novel "Starship Troopers," depicting his progression from recruit to officer in a futuristic interstellar war.
-
A.
JV Ejercito
JV Ejercito is a Filipino politician and former senator known for his work on infrastructure and public transportation legislation.
-
B.
ROC Armed Forces
The ROC Armed Forces are the military forces of Taiwan, responsible for the island’s defense and composed of its army, navy, air force, and related branches.
-
C.
Marine Commandos (MARCOS)
Marine Commandos (MARCOS) are the Indian Navy’s elite special operations force, trained for maritime warfare, counter-terrorism, and high-risk covert missions on land, sea, and air.
-
D.
Imperial Guard marines
Imperial Guard marines are elite naval infantry within the Warhammer 40,000 universe’s Imperial Guard, specializing in shipboard combat, planetary assaults, and securing beachheads for the Imperium’s forces.
-
E.
Special Ranger Group
The Special Ranger Group is an elite commando unit within India’s National Security Guard, specializing in high-risk counterterrorism and special operations.
- 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_6a05dd9b4e0c8190b235b0d7a068a1e7 |
completed | May 14, 2026, 2:35 p.m. |
| NEDg | Description generation | batch_6a05dfcf14788190a75298641ba20e0e |
completed | May 14, 2026, 2:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05e10ae8188190a9dce95fa838ff7f |
completed | May 14, 2026, 2:49 p.m. |
Created at: April 10, 2026, 12:04 p.m.