Triple

T1581005
Position Surface form Disambiguated ID Type / Status
Subject Philippine Navy E33760 entity
Predicate hasSpecialUnit P1198 FINISHED
Object 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.
E178681 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: Philippine Marine Corps Force Reconnaissance Group | Statement: [Philippine Navy, hasSpecialUnit, Philippine Marine Corps Force Reconnaissance Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Philippine Marine Corps Force Reconnaissance Group
Context triple: [Philippine Navy, hasSpecialUnit, Philippine Marine Corps Force Reconnaissance Group]
  • A. 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.
  • B. U.S. Marine Corps Regimental Combat Team 7
    U.S. Marine Corps Regimental Combat Team 7 is a reinforced Marine infantry regiment known for its major combat role in Iraq, including intense urban fighting in Fallujah.
  • C. 22nd Marine Expeditionary Unit
    The 22nd Marine Expeditionary Unit is a U.S. Marine Corps rapid-response, sea-based air-ground task force capable of conducting amphibious operations, crisis response, and limited contingency missions worldwide.
  • D. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • E. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • 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: Philippine Marine Corps Force Reconnaissance Group
Triple: [Philippine Navy, hasSpecialUnit, Philippine Marine Corps Force Reconnaissance Group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Philippine Marine Corps Force Reconnaissance Group
Target entity description: 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.
  • A. 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.
  • B. U.S. Marine Corps Regimental Combat Team 7
    U.S. Marine Corps Regimental Combat Team 7 is a reinforced Marine infantry regiment known for its major combat role in Iraq, including intense urban fighting in Fallujah.
  • C. 22nd Marine Expeditionary Unit
    The 22nd Marine Expeditionary Unit is a U.S. Marine Corps rapid-response, sea-based air-ground task force capable of conducting amphibious operations, crisis response, and limited contingency missions worldwide.
  • D. 31st Marine Expeditionary Unit
    The 31st Marine Expeditionary Unit is a forward-deployed, amphibious Marine Air-Ground Task Force based in the Indo-Pacific region, specializing in rapid crisis response and expeditionary operations.
  • E. MARSOC Raiders
    MARSOC Raiders are elite United States Marine Corps special operations forces specializing in direct action, special reconnaissance, and counterterrorism missions worldwide.
  • 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_69a885f27a4c8190a4622252cdf54c00 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa6213b6a481908f321d1468be436d completed March 6, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad403355f4819084a560226a190b8a completed March 8, 2026, 9:24 a.m.
NEDg Description generation batch_69ad40e7db808190a94dd9932ea8d6c4 completed March 8, 2026, 9:27 a.m.
NED2 Entity disambiguation (via description) batch_69ad417c2ff48190af8e62a015b45c6b completed March 8, 2026, 9:29 a.m.
Created at: March 4, 2026, 7:27 p.m.