Triple

T3781423
Position Surface form Disambiguated ID Type / Status
Subject Swift, Silent, Deadly E85424 entity
Predicate relatedConcept P37 FINISHED
Object Marine Corps Force Reconnaissance
Marine Corps Force Reconnaissance is an elite United States Marine Corps special operations-capable unit specializing in deep reconnaissance and direct action missions behind enemy lines.
E387513 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: Marine Corps Force Reconnaissance | Statement: [Swift, Silent, Deadly, relatedConcept, Marine Corps Force Reconnaissance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps Force Reconnaissance
Context triple: [Swift, Silent, Deadly, relatedConcept, Marine Corps Force Reconnaissance]
  • A. Marine Corps Security Force Regiment
    The Marine Corps Security Force Regiment is a specialized U.S. Marine Corps unit tasked with providing dedicated security for critical naval installations, strategic assets, and high-value facilities worldwide.
  • B. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • C. Marine Corps Forces Special Operations Command
    Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.
  • D. Marine Raider Regiment
    The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Philippine Marine Corps Force Reconnaissance Group
    The Philippine Marine Corps Force Reconnaissance Group is an elite special operations and reconnaissance unit of the Philippine Marines known for conducting high-risk amphibious, intelligence-gathering, and direct-action 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: Marine Corps Force Reconnaissance
Triple: [Swift, Silent, Deadly, relatedConcept, Marine Corps Force Reconnaissance]
Generated description
Marine Corps Force Reconnaissance is an elite United States Marine Corps special operations-capable unit specializing in deep reconnaissance and direct action missions behind enemy lines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps Force Reconnaissance
Target entity description: Marine Corps Force Reconnaissance is an elite United States Marine Corps special operations-capable unit specializing in deep reconnaissance and direct action missions behind enemy lines.
  • A. Marine Corps Security Force Regiment
    The Marine Corps Security Force Regiment is a specialized U.S. Marine Corps unit tasked with providing dedicated security for critical naval installations, strategic assets, and high-value facilities worldwide.
  • B. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • C. Marine Corps Forces Special Operations Command
    Marine Corps Forces Special Operations Command (MARSOC) is the U.S. Marine Corps component of U.S. Special Operations Command, responsible for providing elite, expeditionary special operations forces for worldwide missions.
  • D. Marine Raider Regiment
    The Marine Raider Regiment is an elite U.S. Marine Corps special operations unit specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • E. Philippine Marine Corps Force Reconnaissance Group
    The Philippine Marine Corps Force Reconnaissance Group is an elite special operations and reconnaissance unit of the Philippine Marines known for conducting high-risk amphibious, intelligence-gathering, and direct-action 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_69aed937fa8881908208ef3801060826 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aee3d98b38819094df9569b549124f completed March 9, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4f04353a881908e612a10572eb8c5 completed March 14, 2026, 5:21 a.m.
NEDg Description generation batch_69b4f0e77efc8190b4459d4559261a2f completed March 14, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69b4f15cfde88190bcb2680b90f98111 completed March 14, 2026, 5:25 a.m.
Created at: March 9, 2026, 3:12 p.m.