Triple

T13979632
Position Surface form Disambiguated ID Type / Status
Subject Headquarters and Service Company, 2nd Battalion, 4th Marines E336273 entity
Predicate providesSupportTo P16415 FINISHED
Object weapons company of 2nd Battalion, 4th Marines
The weapons company of 2nd Battalion, 4th Marines is a specialized infantry unit of the U.S. Marine Corps responsible for providing the battalion with heavy firepower, including mortars, heavy machine guns, and anti-armor weapons.
E1072263 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 of 2nd Battalion, 4th Marines | Statement: [Headquarters and Service Company, 2nd Battalion, 4th Marines, providesSupportTo, weapons company of 2nd Battalion, 4th Marines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: weapons company of 2nd Battalion, 4th Marines
Context triple: [Headquarters and Service Company, 2nd Battalion, 4th Marines, providesSupportTo, weapons company of 2nd Battalion, 4th Marines]
  • A. Weapons Company, 2nd Battalion, 7th Marines
    Weapons Company, 2nd Battalion, 7th Marines is a specialized infantry support company in the U.S. Marine Corps that provides heavy weapons, fire support, and enhanced combat capabilities to its parent battalion.
  • B. Weapons Company, 2nd Battalion, 5th Marines
    Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
  • C. Weapons Company, 3rd Battalion, 6th Marines
    Weapons Company, 3rd Battalion, 6th Marines is a heavy weapons and fire support company within the U.S. Marine Corps infantry battalion, providing specialized capabilities such as machine guns, mortars, and anti-armor systems.
  • D. Weapons Company, 3rd Battalion, 8th Marines
    Weapons Company, 3rd Battalion, 8th Marines is a specialized heavy weapons unit within the U.S. Marine Corps infantry battalion responsible for providing fire support with assets such as machine guns, mortars, and anti-armor systems.
  • E. 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.
  • 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 of 2nd Battalion, 4th Marines
Triple: [Headquarters and Service Company, 2nd Battalion, 4th Marines, providesSupportTo, weapons company of 2nd Battalion, 4th Marines]
Generated description
The weapons company of 2nd Battalion, 4th Marines is a specialized infantry unit of the U.S. Marine Corps responsible for providing the battalion with heavy firepower, including mortars, heavy machine guns, and anti-armor weapons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: weapons company of 2nd Battalion, 4th Marines
Target entity description: The weapons company of 2nd Battalion, 4th Marines is a specialized infantry unit of the U.S. Marine Corps responsible for providing the battalion with heavy firepower, including mortars, heavy machine guns, and anti-armor weapons.
  • A. Weapons Company, 2nd Battalion, 7th Marines
    Weapons Company, 2nd Battalion, 7th Marines is a specialized infantry support company in the U.S. Marine Corps that provides heavy weapons, fire support, and enhanced combat capabilities to its parent battalion.
  • B. Weapons Company, 2nd Battalion, 5th Marines
    Weapons Company, 2nd Battalion, 5th Marines is a specialized heavy weapons and fire support company within the 2nd Battalion of the 5th Marine Regiment of the United States Marine Corps.
  • C. Weapons Company, 3rd Battalion, 6th Marines
    Weapons Company, 3rd Battalion, 6th Marines is a heavy weapons and fire support company within the U.S. Marine Corps infantry battalion, providing specialized capabilities such as machine guns, mortars, and anti-armor systems.
  • D. Weapons Company, 3rd Battalion, 8th Marines
    Weapons Company, 3rd Battalion, 8th Marines is a specialized heavy weapons unit within the U.S. Marine Corps infantry battalion responsible for providing fire support with assets such as machine guns, mortars, and anti-armor systems.
  • E. 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.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e9fc7248190a9f26e253286ac3c completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e3cafc8190a1806a29b2e46ae9 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba74a96b08190a08c51c231e49e5d completed May 6, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69fba8585fb08190998d6a005dc0bd31 completed May 6, 2026, 8:45 p.m.
Created at: April 9, 2026, 10:18 p.m.