Triple

T14633267

Position	Surface form	Disambiguated ID	Type / Status
Subject	3rd Dental Battalion	`E343534`	entity
Predicate	worksWith	`P398`	FINISHED
Object	Navy Hospital Corpsmen Navy Hospital Corpsmen are enlisted U.S. Navy medical specialists who provide frontline and clinical healthcare support to sailors, Marines, and other service members in a wide range of operational and medical settings.	`E1110627`	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: Navy Hospital Corpsmen | Statement: [3rd Dental Battalion, worksWith, Navy Hospital Corpsmen]

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

Target entity: Navy Hospital Corpsmen
Context triple: [3rd Dental Battalion, worksWith, Navy Hospital Corpsmen]

A. Navy Medical Service Corps officers
Navy Medical Service Corps officers are commissioned U.S. Navy professionals who provide specialized clinical, scientific, and administrative healthcare support to sailors, Marines, and their families.
B. Navy Medical Corps officers
Navy Medical Corps officers are commissioned medical professionals in the United States Navy who provide healthcare, clinical expertise, and medical leadership to sailors, Marines, and their families in both operational and clinical settings.
C. Navy Nurse Corps officers
Navy Nurse Corps officers are commissioned nurses in the United States Navy who provide professional nursing care and leadership in military and humanitarian settings worldwide.
D. Seabees
The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
E. Seaman (United States Navy)
Seaman (United States Navy) is an enlisted rank typically held by junior sailors who have completed basic training and are serving in the Navy’s general deck, administrative, or technical roles before advancing to petty officer ranks.
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: Navy Hospital Corpsmen
Triple: [3rd Dental Battalion, worksWith, Navy Hospital Corpsmen]

Generated description

Navy Hospital Corpsmen are enlisted U.S. Navy medical specialists who provide frontline and clinical healthcare support to sailors, Marines, and other service members in a wide range of operational and medical settings.

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

Target entity: Navy Hospital Corpsmen
Target entity description: Navy Hospital Corpsmen are enlisted U.S. Navy medical specialists who provide frontline and clinical healthcare support to sailors, Marines, and other service members in a wide range of operational and medical settings.

A. Navy Medical Service Corps officers
Navy Medical Service Corps officers are commissioned U.S. Navy professionals who provide specialized clinical, scientific, and administrative healthcare support to sailors, Marines, and their families.
B. Navy Medical Corps officers
Navy Medical Corps officers are commissioned medical professionals in the United States Navy who provide healthcare, clinical expertise, and medical leadership to sailors, Marines, and their families in both operational and clinical settings.
C. Navy Nurse Corps officers
Navy Nurse Corps officers are commissioned nurses in the United States Navy who provide professional nursing care and leadership in military and humanitarian settings worldwide.
D. Seabees
The Seabees are the United States Navy's Construction Battalions, renowned for rapidly building bases, airfields, and infrastructure in combat zones while under fire.
E. Seaman (United States Navy)
Seaman (United States Navy) is an enlisted rank typically held by junior sailors who have completed basic training and are serving in the Navy’s general deck, administrative, or technical roles before advancing to petty officer ranks.
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_69d822dffc3c8190aa173b90761bffda`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69deb4aa7cb48190b008bd6b0e162c89`	completed	April 14, 2026, 9:42 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fda933937881909f3cf59fba878dfd`	completed	May 8, 2026, 9:13 a.m.
NEDg	Description generation	`batch_69fdb3efb4fc8190bca7469d89a66a85`	completed	May 8, 2026, 9:59 a.m.
NED2	Entity disambiguation (via description)	`batch_69fdb48b5ca08190be61da2fdb7dbce4`	completed	May 8, 2026, 10:01 a.m.

Created at: April 10, 2026, 1:26 a.m.