Triple

T543109
Position Surface form Disambiguated ID Type / Status
Subject 7th Marine Regiment E12673 entity
Predicate component P35 FINISHED
Object Weapons Company, 7th Marines
Weapons Company, 7th Marines is a heavy weapons and fire support company within the 7th Marine Regiment of the United States Marine Corps, providing specialized direct and indirect fire capabilities to the regiment’s infantry units.
 E73699 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: Weapons Company, 7th Marines | Statement: [7th Marine Regiment, component, Weapons Company, 7th Marines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Weapons Company, 7th Marines
Context triple: [7th Marine Regiment, component, Weapons Company, 7th Marines]
  • A. Headquarters Company, 7th Marines
    Headquarters Company, 7th Marines is the command and support element of the 7th Marine Regiment, providing leadership, administration, and essential services to the regiment’s subordinate units.
  • B. 3rd Battalion, 7th Marines
    The 3rd Battalion, 7th Marines is a United States Marine Corps infantry battalion renowned for its combat deployments and service as part of the 1st Marine Division.
  • C. 1st Battalion, 7th Marines
    The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
  • D. 2nd Battalion, 7th Marines
    The 2nd Battalion, 7th Marines is a U.S. Marine Corps infantry battalion renowned for its combat service in major conflicts from World War II through the Global War on Terror.
  • E. 3rd Battalion, 5th Marines
    The 3rd Battalion, 5th Marines is a highly decorated infantry battalion of the United States Marine Corps known for its combat service in major conflicts from World War I through the Global War on Terror.
  • 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: Weapons Company, 7th Marines
Triple: [7th Marine Regiment, component, Weapons Company, 7th Marines]
Generated description
Weapons Company, 7th Marines is a heavy weapons and fire support company within the 7th Marine Regiment of the United States Marine Corps, providing specialized direct and indirect fire capabilities to the regiment’s infantry units.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Weapons Company, 7th Marines
Target entity description: Weapons Company, 7th Marines is a heavy weapons and fire support company within the 7th Marine Regiment of the United States Marine Corps, providing specialized direct and indirect fire capabilities to the regiment’s infantry units.
  • A. Headquarters Company, 7th Marines
    Headquarters Company, 7th Marines is the command and support element of the 7th Marine Regiment, providing leadership, administration, and essential services to the regiment’s subordinate units.
  • B. 3rd Battalion, 7th Marines
    The 3rd Battalion, 7th Marines is a United States Marine Corps infantry battalion renowned for its combat deployments and service as part of the 1st Marine Division.
  • C. 1st Battalion, 7th Marines
    The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
  • D. 2nd Battalion, 7th Marines
    The 2nd Battalion, 7th Marines is a U.S. Marine Corps infantry battalion renowned for its combat service in major conflicts from World War II through the Global War on Terror.
  • E. 3rd Battalion, 5th Marines
    The 3rd Battalion, 5th Marines is a highly decorated infantry battalion of the United States Marine Corps known for its combat service in major conflicts from World War I through the Global War on Terror.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4986250508190ac91cfdf7d57073d completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51035ebc48190b51f2148cb51a20f completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a511f9da608190b276298b44a0d93e completed March 2, 2026, 4:28 a.m.
NED2 Entity disambiguation (via description) batch_69a5127183548190a9c4dc153456490a completed March 2, 2026, 4:30 a.m.
Created at: March 1, 2026, 7:32 p.m.