Triple

T11582580
Position Surface form Disambiguated ID Type / Status
Subject 3rd Battalion, 8th Marines E274664 entity
Predicate hasSubunit P747 FINISHED
Object Headquarters and Service Company, 3rd Battalion, 8th Marines
Headquarters and Service Company, 3rd Battalion, 8th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administrative, logistical, and specialized support functions.
E934801 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, 8th Marines | Statement: [3rd Battalion, 8th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 8th Marines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 3rd Battalion, 8th Marines
Context triple: [3rd Battalion, 8th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 8th Marines]
  • A. 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.
  • B. Headquarters and Service Company, 8th Marines
    Headquarters and Service Company, 8th Marines is the command and support element of the 8th Marine Regiment, providing administrative, logistical, and operational support to its subordinate units.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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, 8th Marines
Triple: [3rd Battalion, 8th Marines, hasSubunit, Headquarters and Service Company, 3rd Battalion, 8th Marines]
Generated description
Headquarters and Service Company, 3rd Battalion, 8th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administrative, logistical, and specialized support functions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 3rd Battalion, 8th Marines
Target entity description: Headquarters and Service Company, 3rd Battalion, 8th Marines is the command and support element of a U.S. Marine Corps infantry battalion, providing leadership, administrative, logistical, and specialized support functions.
  • A. 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.
  • B. Headquarters and Service Company, 8th Marines
    Headquarters and Service Company, 8th Marines is the command and support element of the 8th Marine Regiment, providing administrative, logistical, and operational support to its subordinate units.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d6aae6b14c81908dc5a74bad7591f9 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904db5748190ae5f10ae86ccdf46 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e7142d442c8190a48372e0e17db517 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720fb192881909c129f93c8b88f42 completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e7233efb6c81909dbf1aef080f5598 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.