Triple

T3462291
Position Surface form Disambiguated ID Type / Status
Subject 3rd Battalion, 7th Marines E73052 entity
Predicate hasSubunit P747 FINISHED
Object Headquarters and Service Company, 3rd Battalion, 7th Marines
Headquarters and Service Company, 3rd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administration, logistics, communications, and specialized services to enable the battalion’s combat operations.
E361352 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: Headquarters and Service Company, 3rd Battalion, 7th Marines | Statement: [3rd Battalion, 7th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 7th Marines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 3rd Battalion, 7th Marines
Context triple: [3rd Battalion, 7th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 7th Marines]
  • A. Headquarters and Service Company, 1st Battalion, 7th Marines
    Headquarters and Service Company, 1st Battalion, 7th Marines is the command and support element of the 1/7 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to its subordinate combat companies.
  • B. Headquarters and Service Company, 2nd Battalion, 7th Marines
    Headquarters and Service Company, 2nd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing administrative, logistical, communications, and other essential services to enable the battalion’s combat operations.
  • C. Headquarters and Service Company, 2nd Battalion, 5th Marines
    Headquarters and Service Company, 2nd Battalion, 5th Marines is the command and support element of the 2/5 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to the unit.
  • D. 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.
  • E. Headquarters Battalion 3rd Marine Regiment
    Headquarters Battalion 3rd Marine Regiment is a United States Marine Corps unit that provides command, control, and support functions for the 3rd Marine Regiment, based at Marine Corps Base Hawaii.
  • 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: Headquarters and Service Company, 3rd Battalion, 7th Marines
Triple: [3rd Battalion, 7th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 7th Marines]
Generated description
Headquarters and Service Company, 3rd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administration, logistics, communications, and specialized services to enable the battalion’s combat operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 3rd Battalion, 7th Marines
Target entity description: Headquarters and Service Company, 3rd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administration, logistics, communications, and specialized services to enable the battalion’s combat operations.
  • A. Headquarters and Service Company, 1st Battalion, 7th Marines
    Headquarters and Service Company, 1st Battalion, 7th Marines is the command and support element of the 1/7 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to its subordinate combat companies.
  • B. Headquarters and Service Company, 2nd Battalion, 7th Marines
    Headquarters and Service Company, 2nd Battalion, 7th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing administrative, logistical, communications, and other essential services to enable the battalion’s combat operations.
  • C. Headquarters and Service Company, 2nd Battalion, 5th Marines
    Headquarters and Service Company, 2nd Battalion, 5th Marines is the command and support element of the 2/5 Marine infantry battalion, providing leadership, administration, logistics, and specialized services to the unit.
  • D. 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.
  • E. Headquarters Battalion 3rd Marine Regiment
    Headquarters Battalion 3rd Marine Regiment is a United States Marine Corps unit that provides command, control, and support functions for the 3rd Marine Regiment, based at Marine Corps Base Hawaii.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae867c4819091c76e63e44290b4 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3680170e081909c0d3a39a741280d completed March 13, 2026, 1:27 a.m.
NEDg Description generation batch_69b368b4e504819094ca0adbdbe7bfd9 completed March 13, 2026, 1:30 a.m.
NED2 Entity disambiguation (via description) batch_69b3693a8d6481909dadce4ac6109ff3 completed March 13, 2026, 1:32 a.m.
Created at: March 8, 2026, 3:17 p.m.