Triple

T11435882

Position	Surface form	Disambiguated ID	Type / Status
Subject	1st Battalion, 8th Marines	`E271006`	entity
Predicate	component	`P35`	FINISHED
Object	Headquarters and Service Company Headquarters and Service Company is the administrative and support unit within the 1st Battalion, 8th Marines, responsible for providing command, logistics, and essential services to the battalion’s subordinate companies.	`E926067`	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 | Statement: [1st Battalion, 8th Marines, component, Headquarters and Service Company]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Headquarters and Service Company
Context triple: [1st Battalion, 8th Marines, component, Headquarters and Service Company]

A. Headquarters and Service Company
Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
B. Headquarters and Service Company
Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
C. Special Service Company
The Special Service Company is an elite tactical unit of the Republic of China Military Police specializing in high-risk missions such as counterterrorism, hostage rescue, and VIP protection.
D. Headquarters and Service Battalion
Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
E. Headquarters and Headquarters Company
Headquarters and Headquarters Company is the command and administrative unit responsible for providing leadership, planning, and support functions for a larger military battalion or regiment.
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
Triple: [1st Battalion, 8th Marines, component, Headquarters and Service Company]

Generated description

Headquarters and Service Company is the administrative and support unit within the 1st Battalion, 8th Marines, responsible for providing command, logistics, and essential services to the battalion’s subordinate companies.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Headquarters and Service Company
Target entity description: Headquarters and Service Company is the administrative and support unit within the 1st Battalion, 8th Marines, responsible for providing command, logistics, and essential services to the battalion’s subordinate companies.

A. Headquarters and Service Company
Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
B. Headquarters and Service Company
Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
C. Special Service Company
The Special Service Company is an elite tactical unit of the Republic of China Military Police specializing in high-risk missions such as counterterrorism, hostage rescue, and VIP protection.
D. Headquarters and Service Battalion
Headquarters and Service Battalion is a key administrative and support unit of the U.S. Marine Corps responsible for providing essential services and command support at Marine Corps Recruit Depot Parris Island.
E. Headquarters and Headquarters Company
Headquarters and Headquarters Company is the command and administrative unit responsible for providing leadership, planning, and support functions for a larger military battalion or regiment.
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_69d6aadeef688190874bcecd88b3dd9b`	completed	April 8, 2026, 7:22 p.m.
NER	Named-entity recognition	`batch_69d808855a7481909314f90ad92aae68`	completed	April 9, 2026, 8:13 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e5d38727fc8190b5daac83e03491e6`	completed	April 20, 2026, 7:19 a.m.
NEDg	Description generation	`batch_69e5d5cac9108190b7756329bfa320d3`	completed	April 20, 2026, 7:29 a.m.
NED2	Entity disambiguation (via description)	`batch_69e5d7f238cc8190a1c2dd26bdc5ff77`	completed	April 20, 2026, 7:38 a.m.

Created at: April 8, 2026, 9:35 p.m.