Triple

T45535
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps E892 entity
Predicate trainingFacility P345 FINISHED
Object Marine Corps Air Ground Combat Center Twentynine Palms
Marine Corps Air Ground Combat Center Twentynine Palms is a major U.S. Marine Corps installation in California known for its expansive desert terrain used for large-scale, live-fire and combined-arms training.
E16520 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 Air Ground Combat Center Twentynine Palms | Statement: [United States Marine Corps, trainingFacility, Marine Corps Air Ground Combat Center Twentynine Palms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marine Corps Air Ground Combat Center Twentynine Palms
Context triple: [United States Marine Corps, trainingFacility, Marine Corps Air Ground Combat Center Twentynine Palms]
  • A. Marine Corps Recruit Depot San Diego
    Marine Corps Recruit Depot San Diego is a major U.S. Marine Corps installation in California that serves as one of the primary entry-level training centers for enlisted Marines, particularly those recruited from west of the Mississippi River.
  • B. Marine Corps Combat Development Command
    Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
  • C. Marine Corps Base Camp Pendleton
    Marine Corps Base Camp Pendleton is a major U.S. Marine Corps installation in Southern California that serves as a primary amphibious and ground combat training center.
  • D. Fort Irwin National Training Center
    Fort Irwin National Training Center is a major U.S. Army training installation in California known for large-scale, realistic combat exercises in a remote desert environment.
  • E. Marine Corps Base Quantico
    Marine Corps Base Quantico is a major United States Marine Corps installation in Virginia known as a primary center for Marine training, education, and research.
  • 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 Air Ground Combat Center Twentynine Palms
Triple: [United States Marine Corps, trainingFacility, Marine Corps Air Ground Combat Center Twentynine Palms]
Generated description
Marine Corps Air Ground Combat Center Twentynine Palms is a major U.S. Marine Corps installation in California known for its expansive desert terrain used for large-scale, live-fire and combined-arms training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marine Corps Air Ground Combat Center Twentynine Palms
Target entity description: Marine Corps Air Ground Combat Center Twentynine Palms is a major U.S. Marine Corps installation in California known for its expansive desert terrain used for large-scale, live-fire and combined-arms training.
  • A. Marine Corps Recruit Depot San Diego
    Marine Corps Recruit Depot San Diego is a major U.S. Marine Corps installation in California that serves as one of the primary entry-level training centers for enlisted Marines, particularly those recruited from west of the Mississippi River.
  • B. Marine Corps Combat Development Command
    Marine Corps Combat Development Command is the U.S. Marine Corps organization responsible for developing doctrine, training, concepts, and capabilities to prepare Marines for future combat operations.
  • C. Marine Corps Base Camp Pendleton
    Marine Corps Base Camp Pendleton is a major U.S. Marine Corps installation in Southern California that serves as a primary amphibious and ground combat training center.
  • D. Fort Irwin National Training Center
    Fort Irwin National Training Center is a major U.S. Army training installation in California known for large-scale, realistic combat exercises in a remote desert environment.
  • E. Marine Corps Base Quantico
    Marine Corps Base Quantico is a major United States Marine Corps installation in Virginia known as a primary center for Marine training, education, and research.
  • 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_69a247a8f6c08190bac804906d62ed5a completed Feb. 28, 2026, 1:40 a.m.
NER Named-entity recognition batch_69a24af153b08190b0875b86d591d473 completed Feb. 28, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b85b11c08190b97de9b0382be6d5 completed Feb. 28, 2026, 9:41 a.m.
NEDg Description generation batch_69a2b8ee35048190b096296a42481b9c completed Feb. 28, 2026, 9:44 a.m.
NED2 Entity disambiguation (via description) batch_69a2b99440e88190ab7c8525609569f1 completed Feb. 28, 2026, 9:47 a.m.
Created at: Feb. 28, 2026, 1:46 a.m.