Triple

T11625754
Position Surface form Disambiguated ID Type / Status
Subject Marine Air Control Group 28 E276263 entity
Predicate componentOf P35 FINISHED
Object Marine Corps aviation combat element command and control system
The Marine Corps aviation combat element command and control system is the integrated network of units, sensors, and communications that plans, directs, and coordinates all Marine aviation operations in support of the Marine Air-Ground Task Force.
E938340 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 aviation combat element command and control system | Statement: [Marine Air Control Group 28, componentOf, Marine Corps aviation combat element command and control system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps aviation combat element command and control system
Context triple: [Marine Air Control Group 28, componentOf, Marine Corps aviation combat element command and control system]
  • A. Command and Control, Battle Management, and Communications (C2BMC) system
    The Command and Control, Battle Management, and Communications (C2BMC) system is a U.S. missile defense network that integrates sensors, weapons, and command centers to provide coordinated tracking, decision-making, and engagement of ballistic missile threats.
  • B. global air mobility command and control
    Global air mobility command and control is the worldwide planning, direction, and coordination of airlift and air refueling operations that enable rapid movement of forces, equipment, and supplies for military and humanitarian missions.
  • C. United States Marine Corps aviation training system
    The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
  • D. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • E. Navy Unmanned Combat Air System Demonstration
    Navy Unmanned Combat Air System Demonstration was a U.S. Navy program to develop and test carrier-capable unmanned combat air vehicles, paving the way for future operational unmanned strike and surveillance aircraft.
  • 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 aviation combat element command and control system
Triple: [Marine Air Control Group 28, componentOf, Marine Corps aviation combat element command and control system]
Generated description
The Marine Corps aviation combat element command and control system is the integrated network of units, sensors, and communications that plans, directs, and coordinates all Marine aviation operations in support of the Marine Air-Ground Task Force.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps aviation combat element command and control system
Target entity description: The Marine Corps aviation combat element command and control system is the integrated network of units, sensors, and communications that plans, directs, and coordinates all Marine aviation operations in support of the Marine Air-Ground Task Force.
  • A. Command and Control, Battle Management, and Communications (C2BMC) system
    The Command and Control, Battle Management, and Communications (C2BMC) system is a U.S. missile defense network that integrates sensors, weapons, and command centers to provide coordinated tracking, decision-making, and engagement of ballistic missile threats.
  • B. global air mobility command and control
    Global air mobility command and control is the worldwide planning, direction, and coordination of airlift and air refueling operations that enable rapid movement of forces, equipment, and supplies for military and humanitarian missions.
  • C. United States Marine Corps aviation training system
    The United States Marine Corps aviation training system is the integrated network of schools, units, and programs responsible for educating, qualifying, and sustaining Marine aviators and aviation support personnel.
  • D. Joint Unmanned Combat Air Systems
    Joint Unmanned Combat Air Systems was a U.S. defense research program aimed at developing and demonstrating advanced unmanned combat air vehicles for strike and surveillance missions.
  • E. Navy Unmanned Combat Air System Demonstration
    Navy Unmanned Combat Air System Demonstration was a U.S. Navy program to develop and test carrier-capable unmanned combat air vehicles, paving the way for future operational unmanned strike and surveillance aircraft.
  • 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_69d6aafa51148190ab84940694c00235 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a12416908190ac2dcd7f7ebb308f completed April 10, 2026, 7:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee87845d588190bfa4197e7ab600a7 completed April 26, 2026, 9:45 p.m.
NEDg Description generation batch_69eeb3137f4c8190ba8ac48b2cb419b4 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9845bec81909f0f9b005f75249a completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:39 p.m.