Triple

T13979723
Position Surface form Disambiguated ID Type / Status
Subject Fox Company, 2nd Battalion, 4th Marines E336275 entity
Predicate reportsTo P258 FINISHED
Object Headquarters and Service Company, 2nd Battalion, 4th Marines
Headquarters and Service Company, 2nd Battalion, 4th Marines is the command and support element of the battalion, providing leadership, administration, logistics, and specialized services to its subordinate companies.
E1072264 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, 2nd Battalion, 4th Marines | Statement: [Fox Company, 2nd Battalion, 4th Marines, reportsTo, Headquarters and Service Company, 2nd Battalion, 4th Marines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 2nd Battalion, 4th Marines
Context triple: [Fox Company, 2nd Battalion, 4th Marines, reportsTo, Headquarters and Service Company, 2nd Battalion, 4th Marines]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Headquarters and Service Company, 3rd Battalion, 6th Marines
    Headquarters and Service Company, 3rd Battalion, 6th 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 operations.
  • 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, 2nd Battalion, 4th Marines
Triple: [Fox Company, 2nd Battalion, 4th Marines, reportsTo, Headquarters and Service Company, 2nd Battalion, 4th Marines]
Generated description
Headquarters and Service Company, 2nd Battalion, 4th Marines is the command and support element of the battalion, providing leadership, administration, logistics, and specialized services to its subordinate companies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Headquarters and Service Company, 2nd Battalion, 4th Marines
Target entity description: Headquarters and Service Company, 2nd Battalion, 4th Marines is the command and support element of the battalion, providing leadership, administration, logistics, and specialized services to its subordinate companies.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. Headquarters and Service Company, 3rd Battalion, 6th Marines
    Headquarters and Service Company, 3rd Battalion, 6th 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 operations.
  • 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.