Triple

T20929526

Position	Surface form	Disambiguated ID	Type / Status
Subject	RAAF School of Administration and Logistics Training	`E515430`	entity
Predicate	hasAbbreviation	`P43`	FINISHED
Object	RAAF S A L T (contextual/functional abbreviation; not standardised) RAAF S A L T is a contextual abbreviation referring to the Royal Australian Air Force School of Administration and Logistics Training, a unit responsible for training personnel in administrative and logistics roles.	`E1457375`	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: RAAF S A L T (contextual/functional abbreviation; not standardised) | Statement: [RAAF School of Administration and Logistics Training, hasAbbreviation, RAAF S A L T (contextual/functional abbreviation; not standardised)]

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

Target entity: RAAF S A L T (contextual/functional abbreviation; not standardised)
Context triple: [RAAF School of Administration and Logistics Training, hasAbbreviation, RAAF S A L T (contextual/functional abbreviation; not standardised)]

A. RAF
RAF is a specialized Indian Central Reserve Police Force unit trained and equipped to respond swiftly to riots, crowd control situations, and internal security emergencies.
B. RAF
RAF is the common abbreviation for the Red Army Faction, a far-left militant organization that carried out bombings, assassinations, and kidnappings in West Germany during the late 20th century.
C. RAAF air traffic control
RAAF air traffic control is the Royal Australian Air Force organization responsible for managing and coordinating military air traffic operations within its areas of authority.
D. RAF AT
RAF AT is an abbreviated designation that likely refers to a specific unit, formation, or organizational component within the Royal Air Force.
E. RAFC
RAFC is the commonly used abbreviation for Royal Antwerp Football Club, a historic Belgian professional football team based in Antwerp.
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: RAAF S A L T (contextual/functional abbreviation; not standardised)
Triple: [RAAF School of Administration and Logistics Training, hasAbbreviation, RAAF S A L T (contextual/functional abbreviation; not standardised)]

Generated description

RAAF S A L T is a contextual abbreviation referring to the Royal Australian Air Force School of Administration and Logistics Training, a unit responsible for training personnel in administrative and logistics roles.

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

Target entity: RAAF S A L T (contextual/functional abbreviation; not standardised)
Target entity description: RAAF S A L T is a contextual abbreviation referring to the Royal Australian Air Force School of Administration and Logistics Training, a unit responsible for training personnel in administrative and logistics roles.

A. RAF
RAF is a specialized Indian Central Reserve Police Force unit trained and equipped to respond swiftly to riots, crowd control situations, and internal security emergencies.
B. RAF
RAF is the common abbreviation for the Red Army Faction, a far-left militant organization that carried out bombings, assassinations, and kidnappings in West Germany during the late 20th century.
C. RAAF air traffic control
RAAF air traffic control is the Royal Australian Air Force organization responsible for managing and coordinating military air traffic operations within its areas of authority.
D. RAF AT
RAF AT is an abbreviated designation that likely refers to a specific unit, formation, or organizational component within the Royal Air Force.
E. RAFC
RAFC is the commonly used abbreviation for Royal Antwerp Football Club, a historic Belgian professional football team based in Antwerp.
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_69e0b4fb431c8190b9d40e6a72f0cc87`	completed	April 16, 2026, 10:07 a.m.
NER	Named-entity recognition	`batch_69e6f6545f8c81908a8c2f0e8d7b060e`	completed	April 21, 2026, 4 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a091fce6b148190b2dcf07d95696744`	completed	May 17, 2026, 1:54 a.m.
NEDg	Description generation	`batch_6a09206824148190881bef138312d37f`	completed	May 17, 2026, 1:56 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0920d752888190bffcfa7ce75cd2ad`	completed	May 17, 2026, 1:58 a.m.

Created at: April 16, 2026, 12:49 p.m.