Triple

T8409993
Position Surface form Disambiguated ID Type / Status
Subject 2nd Light Armored Reconnaissance Battalion E198596 entity
Predicate service P4690 FINISHED
Object United States Marine Corps Ground Combat Element
The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
E731491 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: United States Marine Corps Ground Combat Element | Statement: [2nd Light Armored Reconnaissance Battalion, service, United States Marine Corps Ground Combat Element]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Ground Combat Element
Context triple: [2nd Light Armored Reconnaissance Battalion, service, United States Marine Corps Ground Combat Element]
  • A. United States Marine Corps Quick Reaction Force
    The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
  • B. Marine Expeditionary Unit (MEU)
    A Marine Expeditionary Unit (MEU) is a forward-deployed, rapid-response U.S. Marine Corps task force typically built around a reinforced infantry battalion, aviation squadron, and logistics element for amphibious and crisis-response operations.
  • C. 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.
  • 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. 11th Marine Expeditionary Unit
    The 11th Marine Expeditionary Unit is a forward-deployed, rapid-response U.S. Marine Corps air-ground task force capable of conducting amphibious operations, crisis response, and limited contingency 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: United States Marine Corps Ground Combat Element
Triple: [2nd Light Armored Reconnaissance Battalion, service, United States Marine Corps Ground Combat Element]
Generated description
The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United States Marine Corps Ground Combat Element
Target entity description: The United States Marine Corps Ground Combat Element is the primary land warfare component of Marine Air-Ground Task Forces, responsible for conducting offensive, defensive, and stability operations using infantry, armor, artillery, and supporting combat units.
  • A. United States Marine Corps Quick Reaction Force
    The United States Marine Corps Quick Reaction Force is a rapidly deployable Marine unit trained and equipped to respond immediately to emerging combat or crisis situations, such as those encountered during Operation Gothic Serpent in Somalia.
  • B. Marine Expeditionary Unit (MEU)
    A Marine Expeditionary Unit (MEU) is a forward-deployed, rapid-response U.S. Marine Corps task force typically built around a reinforced infantry battalion, aviation squadron, and logistics element for amphibious and crisis-response operations.
  • C. 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.
  • 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. 11th Marine Expeditionary Unit
    The 11th Marine Expeditionary Unit is a forward-deployed, rapid-response U.S. Marine Corps air-ground task force capable of conducting amphibious operations, crisis response, and limited contingency 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb8317045c8190b69cc99854b633be completed March 31, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce0317cb188190b207bcaffb629a75 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce07808098819087e896b87320aefd completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce08759e1c81909c96caf3b571e1ca completed April 2, 2026, 6:11 a.m.
Created at: March 30, 2026, 6:05 p.m.