Triple

T33393884

Position	Surface form	Disambiguated ID	Type / Status
Subject	U.S. Army firearms	`E855119`	entity
Predicate	maintenanceStandard	`P44488`	FINISHED
Object	U.S. Army Technical Manual TM 9-series The U.S. Army Technical Manual TM 9-series is a collection of official military publications that provide detailed technical, operational, and maintenance guidance for Army weapons, vehicles, and related equipment.	`E2049941`	NE FINISHED

How this triple was built (3 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: U.S. Army Technical Manual TM 9-series | Statement: [U.S. Army firearms, maintenanceStandard, U.S. Army Technical Manual TM 9-series]

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: U.S. Army Technical Manual TM 9-series
Triple: [U.S. Army firearms, maintenanceStandard, U.S. Army Technical Manual TM 9-series]

Generated description

The U.S. Army Technical Manual TM 9-series is a collection of official military publications that provide detailed technical, operational, and maintenance guidance for Army weapons, vehicles, and related equipment.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: maintenanceStandard
Context triple: [U.S. Army firearms, maintenanceStandard, U.S. Army Technical Manual TM 9-series]

A. maintenanceType
Indicates the specific category or kind of maintenance activity associated with an entity or relationship.
B. maintenancePractice
Indicates the specific actions or methods used to preserve, repair, or optimize the condition or performance of something over time.
C. maintenance
Indicates that an entity performs, requires, or is involved in upkeep, repair, or preservation activities for another entity or system.
D. maintenanceEvent
Indicates that a maintenance-related action or occurrence takes place involving one or more entities.
E. maintenanceConcept chosen
Indicates a conceptual or abstract relationship related to maintenance activities, strategies, or principles rather than a specific maintenance event.
F. None of above.

Provenance (6 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_69f3496e3f1c8190bcecfa82aa9d17ff`	completed	April 30, 2026, 12:22 p.m.
NER	Named-entity recognition	`batch_69f7c777e924819081a6634f549fe552`	completed	May 3, 2026, 10:08 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3576f1b91881908ff563d9c69e150b`	completed	June 19, 2026, 5:05 p.m.
NEDg	Description generation	`batch_6a3579d851108190a0abbaac8db8b9c6`	completed	June 19, 2026, 5:18 p.m.
NED2	Entity disambiguation (via description)	`batch_6a357a37b08481908bd9fd5c1eb65cb9`	completed	June 19, 2026, 5:19 p.m.
PD	Predicate disambiguation	`batch_69f7c475c58c8190a883554231e88c88`	completed	May 3, 2026, 9:56 p.m.

Created at: May 1, 2026, 1:35 a.m.