Triple

T18407393
Position Surface form Disambiguated ID Type / Status
Subject Royal Navy Amphibious Forces E441660 entity
Predicate hasPart P35 FINISHED
Object Amphibious Task Group
The Amphibious Task Group is a Royal Navy formation centered on ships, troops, and support assets organized to conduct amphibious assault and expeditionary operations from the sea.
E1322375 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: Amphibious Task Group | Statement: [Royal Navy Amphibious Forces, hasPart, Amphibious Task Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amphibious Task Group
Context triple: [Royal Navy Amphibious Forces, hasPart, Amphibious Task Group]
  • A. Amphibious ready groups
    Amphibious ready groups are U.S. Navy task forces centered on amphibious assault ships that transport, deploy, and support Marine expeditionary units for rapid crisis response and combat operations.
  • B. Sealift Amphibious Force
    The Sealift Amphibious Force is a Philippine Navy unit responsible for transporting troops, equipment, and supplies by sea and supporting amphibious operations.
  • C. Amphibious Squadron
    Amphibious Squadron is a naval unit of the Royal Thai Navy specializing in amphibious warfare operations, including the deployment of marines and landing craft.
  • D. Offshore Combat Force
    Offshore Combat Force is a major operational unit of the Philippine Navy responsible for deploying and operating its larger surface combatant ships for maritime security and defense missions.
  • E. Fleet Escort Force
    The Fleet Escort Force is a principal operational component of Japan’s Maritime Self-Defense Force responsible for organizing and deploying escort vessels to protect Japan’s maritime interests and sea lanes.
  • 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: Amphibious Task Group
Triple: [Royal Navy Amphibious Forces, hasPart, Amphibious Task Group]
Generated description
The Amphibious Task Group is a Royal Navy formation centered on ships, troops, and support assets organized to conduct amphibious assault and expeditionary operations from the sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amphibious Task Group
Target entity description: The Amphibious Task Group is a Royal Navy formation centered on ships, troops, and support assets organized to conduct amphibious assault and expeditionary operations from the sea.
  • A. Amphibious ready groups
    Amphibious ready groups are U.S. Navy task forces centered on amphibious assault ships that transport, deploy, and support Marine expeditionary units for rapid crisis response and combat operations.
  • B. Sealift Amphibious Force
    The Sealift Amphibious Force is a Philippine Navy unit responsible for transporting troops, equipment, and supplies by sea and supporting amphibious operations.
  • C. Amphibious Squadron
    Amphibious Squadron is a naval unit of the Royal Thai Navy specializing in amphibious warfare operations, including the deployment of marines and landing craft.
  • D. Offshore Combat Force
    Offshore Combat Force is a major operational unit of the Philippine Navy responsible for deploying and operating its larger surface combatant ships for maritime security and defense missions.
  • E. Fleet Escort Force
    The Fleet Escort Force is a principal operational component of Japan’s Maritime Self-Defense Force responsible for organizing and deploying escort vessels to protect Japan’s maritime interests and sea lanes.
  • 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_69d8b9eb8a508190a942fd75ebd8b1dc completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e519591fdc8190a92f9587ec88478d completed April 19, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e2480ec881909d92a2303fc8409f completed May 13, 2026, 2:30 a.m.
NEDg Description generation batch_6a03e341afa881909fce49af047d0a83 completed May 13, 2026, 2:34 a.m.
NED2 Entity disambiguation (via description) batch_6a03e3ac2f4081908e086f8efd1393ae completed May 13, 2026, 2:36 a.m.
Created at: April 10, 2026, 10:46 a.m.