Triple

T1580948
Position Surface form Disambiguated ID Type / Status
Subject Philippine Navy E33760 entity
Predicate hasComponent P35 FINISHED
Object Fleet-Marine Ready Force
The Fleet-Marine Ready Force is a rapid-deployment naval and marine combat unit of the Philippine Navy designed for immediate response to maritime and amphibious operations.
 E178673 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: Fleet-Marine Ready Force | Statement: [Philippine Navy, hasComponent, Fleet-Marine Ready Force]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fleet-Marine Ready Force
Context triple: [Philippine Navy, hasComponent, Fleet-Marine Ready Force]
  • A. Marine expeditionary force
    A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
  • B. 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.
  • C. Amphibious Rapid Deployment Brigade
    The Amphibious Rapid Deployment Brigade is Japan’s specialized marine infantry unit trained and equipped to conduct amphibious operations, including the defense and recapture of remote islands.
  • D. II Marine Expeditionary Force
    II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
  • E. 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.
  • 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: Fleet-Marine Ready Force
Triple: [Philippine Navy, hasComponent, Fleet-Marine Ready Force]
Generated description
The Fleet-Marine Ready Force is a rapid-deployment naval and marine combat unit of the Philippine Navy designed for immediate response to maritime and amphibious operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fleet-Marine Ready Force
Target entity description: The Fleet-Marine Ready Force is a rapid-deployment naval and marine combat unit of the Philippine Navy designed for immediate response to maritime and amphibious operations.
  • A. Marine expeditionary force
    A Marine expeditionary force is a large, self-sustaining U.S. Marine Corps air-ground task force capable of conducting and supporting amphibious and expeditionary operations across a full spectrum of military missions.
  • B. 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.
  • C. Amphibious Rapid Deployment Brigade
    The Amphibious Rapid Deployment Brigade is Japan’s specialized marine infantry unit trained and equipped to conduct amphibious operations, including the defense and recapture of remote islands.
  • D. II Marine Expeditionary Force
    II Marine Expeditionary Force is a major U.S. Marine Corps warfighting organization based on the East Coast that provides rapidly deployable, air-ground-logistics forces for global operations.
  • E. 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.
  • 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.