Triple

T4752943
Position Surface form Disambiguated ID Type / Status
Subject Johnny Rico E105519 entity
Predicate militaryBranch P253 FINISHED
Object Mobile Infantry
The Mobile Infantry is a futuristic, heavily armed and armored infantry force in the Starship Troopers universe, known for its powered exoskeletons and frontline role in humanity’s war against alien species.
 E467469 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Mobile Infantry | Statement: [Johnny Rico, militaryBranch, Mobile Infantry]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mobile Infantry
Context triple: [Johnny Rico, militaryBranch, Mobile Infantry]
  • A. Ground Combat Element
    The Ground Combat Element is the primary land-based fighting force within a Marine Air-Ground Task Force, responsible for conducting offensive, defensive, and stability operations on the ground.
  • B. Ground forces
    Ground forces are the land-based military units and formations responsible for conducting combat and operations on the ground, including infantry, armor, artillery, and related support elements.
  • C. Infantry Branch
    The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
  • D. Warrior infantry fighting vehicle
    The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
  • E. Hawkei Protected Mobility Vehicle (Light)
    The Hawkei Protected Mobility Vehicle (Light) is a modern Australian-built, light armoured 4x4 military vehicle designed to provide high levels of protection and mobility for troops in combat and reconnaissance roles.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mobile Infantry
Target entity description: The Mobile Infantry is a futuristic, heavily armed and armored infantry force in the Starship Troopers universe, known for its powered exoskeletons and frontline role in humanity’s war against alien species.
  • A. Ground Combat Element
    The Ground Combat Element is the primary land-based fighting force within a Marine Air-Ground Task Force, responsible for conducting offensive, defensive, and stability operations on the ground.
  • B. Ground forces
    Ground forces are the land-based military units and formations responsible for conducting combat and operations on the ground, including infantry, armor, artillery, and related support elements.
  • C. Infantry Branch
    The Infantry Branch is the United States Army’s primary ground combat arm, responsible for engaging the enemy directly through close-quarters and maneuver warfare.
  • D. Warrior infantry fighting vehicle
    The Warrior infantry fighting vehicle is a British tracked armored combat vehicle designed to transport and support infantry on the battlefield with enhanced protection and firepower.
  • E. Hawkei Protected Mobility Vehicle (Light)
    The Hawkei Protected Mobility Vehicle (Light) is a modern Australian-built, light armoured 4x4 military vehicle designed to provide high levels of protection and mobility for troops in combat and reconnaissance roles.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Mobile Infantry
Triple: [Johnny Rico, militaryBranch, Mobile Infantry]
Generated description
The Mobile Infantry is a futuristic, heavily armed and armored infantry force in the Starship Troopers universe, known for its powered exoskeletons and frontline role in humanity’s war against alien species.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69bd43f07fa48190954317d01600994a elicitation completed
NER batch_69bd64e5fba88190b1f28d1b0eed3f8e ner completed
NED1 batch_69be3a6600e481909c3fb1decf23d7d8 ned_source_triple completed
NED2 batch_69be3daa7e0081908971df65613c9df6 ned_description completed
NEDg batch_69be3d05e8a081908cdcb37620078fa6 nedg completed
Created at: March 20, 2026, 1:20 p.m.