Triple

T13979890
Position Surface form Disambiguated ID Type / Status
Subject M27 Infantry Automatic Rifle E336279 entity
Predicate primaryUser P2090 FINISHED
Object United States Marine Corps infantry squads
United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
E1072269 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: United States Marine Corps infantry squads | Statement: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry squads
Context triple: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
  • A. United States Marine Corps Ground Combat Element
    The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
  • B. United States Marine Corps Quick Reaction Force
    The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
  • C. Marine Air-Ground Task Forces
    Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Marine Raider units
    Marine Raider units are elite special operations forces of the United States Marine Corps specializing in direct action, special reconnaissance, and counterterrorism missions.
  • 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: United States Marine Corps infantry squads
Triple: [M27 Infantry Automatic Rifle, primaryUser, United States Marine Corps infantry squads]
Generated description
United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps infantry squads
Target entity description: United States Marine Corps infantry squads are small, highly trained combat units within the Marine Corps that serve as the fundamental tactical building blocks for ground combat operations.
  • A. United States Marine Corps Ground Combat Element
    The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
  • B. United States Marine Corps Quick Reaction Force
    The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
  • C. Marine Air-Ground Task Forces
    Marine Air-Ground Task Forces are the U.S. Marine Corps’ principal, scalable combined-arms forces that integrate air, ground, and logistics elements under a single command for expeditionary operations.
  • D. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Marine Raider units
    Marine Raider units are elite special operations forces of the United States Marine Corps specializing in direct action, special reconnaissance, and counterterrorism missions.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea10dc88190b9720919a021e570 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e3cafc8190a1806a29b2e46ae9 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba74a96b08190a08c51c231e49e5d completed May 6, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fba8585fb08190998d6a005dc0bd31 completed May 6, 2026, 8:45 p.m.
Created at: April 9, 2026, 10:18 p.m.