Triple

T17634666

Position	Surface form	Disambiguated ID	Type / Status
Subject	SA Army	`E430064`	entity
Predicate	hasComponent	`P35`	FINISHED
Object	South African Army Engineer Formation The South African Army Engineer Formation is the combat engineering branch of the South African Army, responsible for providing military engineering support such as construction, demolition, and field fortifications.	`E1281058`	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: South African Army Engineer Formation | Statement: [SA Army, hasComponent, South African Army Engineer Formation]

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

Target entity: South African Army Engineer Formation
Context triple: [SA Army, hasComponent, South African Army Engineer Formation]

A. South African Army Infantry Formation
The South African Army Infantry Formation is the primary land combat arm of the South African Army, responsible for providing trained infantry forces for national defense and peacekeeping operations.
B. South African Army Artillery Formation
The South African Army Artillery Formation is the branch of the South African Army responsible for providing artillery support, including the operation of guns, rockets, and related fire-support systems.
C. South African Army Training Formation
The South African Army Training Formation is the command responsible for overseeing and coordinating the training, education, and development of personnel within the South African Army.
D. South African Army Air Defence Artillery Formation
The South African Army Air Defence Artillery Formation is the branch of the South African Army responsible for providing ground-based air defence through the operation of anti-aircraft weapons and related air defence systems.
E. South African Army Armour Formation
The South African Army Armour Formation is the armoured warfare branch of the South African Army, responsible for operating tanks and other armoured fighting vehicles in combat 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: South African Army Engineer Formation
Triple: [SA Army, hasComponent, South African Army Engineer Formation]

Generated description

The South African Army Engineer Formation is the combat engineering branch of the South African Army, responsible for providing military engineering support such as construction, demolition, and field fortifications.

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

Target entity: South African Army Engineer Formation
Target entity description: The South African Army Engineer Formation is the combat engineering branch of the South African Army, responsible for providing military engineering support such as construction, demolition, and field fortifications.

A. South African Army Infantry Formation
The South African Army Infantry Formation is the primary land combat arm of the South African Army, responsible for providing trained infantry forces for national defense and peacekeeping operations.
B. South African Army Artillery Formation
The South African Army Artillery Formation is the branch of the South African Army responsible for providing artillery support, including the operation of guns, rockets, and related fire-support systems.
C. South African Army Training Formation
The South African Army Training Formation is the command responsible for overseeing and coordinating the training, education, and development of personnel within the South African Army.
D. South African Army Air Defence Artillery Formation
The South African Army Air Defence Artillery Formation is the branch of the South African Army responsible for providing ground-based air defence through the operation of anti-aircraft weapons and related air defence systems.
E. South African Army Armour Formation
The South African Army Armour Formation is the armoured warfare branch of the South African Army, responsible for operating tanks and other armoured fighting vehicles in combat 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_69d889e37f308190a6aa0a69daff86c7`	completed	April 10, 2026, 5:25 a.m.
NER	Named-entity recognition	`batch_69e46ddfeb7c8190a369b438e43d47b4`	completed	April 19, 2026, 5:53 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a02164cf68c8190801a170ec8acaaf0`	completed	May 11, 2026, 5:47 p.m.
NEDg	Description generation	`batch_6a0217ca2ec881908573b0423c3610f7`	completed	May 11, 2026, 5:54 p.m.
NED2	Entity disambiguation (via description)	`batch_6a0218636e048190a48bc7f066c7bee1`	completed	May 11, 2026, 5:56 p.m.

Created at: April 10, 2026, 5:52 a.m.