Triple

T2484004

Position	Surface form	Disambiguated ID	Type / Status
Subject	8th Marines	`E55882`	entity
Predicate	subunit	`P35`	FINISHED
Object	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.	`E271007`	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, 8th Marines | Statement: [8th Marines, subunit, Headquarters and Service Company, 8th Marines]

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

Target entity: Headquarters and Service Company, 8th Marines
Context triple: [8th Marines, subunit, Headquarters and Service Company, 8th Marines]

A. 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.
B. 8th Marines
The 8th Marines is a United States Marine Corps infantry regiment renowned for its fierce combat role in World War II Pacific campaigns, including the brutal amphibious assault on Tarawa.
C. 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.
D. HQ Company, 1st Marines
HQ Company, 1st Marines is the headquarters and support unit responsible for command, control, and administrative functions within the 1st Marine Regiment of the United States Marine Corps.
E. 1st Battalion, 7th Marines
The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
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, 8th Marines
Triple: [8th Marines, subunit, Headquarters and Service Company, 8th Marines]

Generated description

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.

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

Target entity: Headquarters and Service Company, 8th Marines
Target entity description: 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.

A. 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.
B. 8th Marines
The 8th Marines is a United States Marine Corps infantry regiment renowned for its fierce combat role in World War II Pacific campaigns, including the brutal amphibious assault on Tarawa.
C. 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.
D. HQ Company, 1st Marines
HQ Company, 1st Marines is the headquarters and support unit responsible for command, control, and administrative functions within the 1st Marine Regiment of the United States Marine Corps.
E. 1st Battalion, 7th Marines
The 1st Battalion, 7th Marines is a storied infantry battalion of the United States Marine Corps known for its extensive combat history from World War II through modern conflicts.
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_69ab49e670a88190b928e08302381710`	completed	March 6, 2026, 9:40 p.m.
NER	Named-entity recognition	`batch_69abd1644b5881908d2931a1dfbbd03b`	completed	March 7, 2026, 7:19 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af17b7b4f08190b23af81c696bba4e`	completed	March 9, 2026, 6:55 p.m.
NEDg	Description generation	`batch_69af1ba6e1408190ac021c1c1d1c3b2e`	completed	March 9, 2026, 7:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69af1c53dbe481908f73e1fe8d61c32e`	completed	March 9, 2026, 7:15 p.m.

Created at: March 6, 2026, 9:45 p.m.