Triple

T37633746

Position	Surface form	Disambiguated ID	Type / Status
Subject	Manus Regional Processing Centre	`E936423`	entity
Predicate	reopenedUnderPolicy	`P188546`	FINISHED
Object	Regional Resettlement Arrangement The Regional Resettlement Arrangement was an agreement between Australia and Papua New Guinea under which asylum seekers arriving in Australia by boat were transferred to PNG for offshore processing and potential resettlement.	`E2236597`	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: Regional Resettlement Arrangement | Statement: [Manus Regional Processing Centre, reopenedUnderPolicy, Regional Resettlement Arrangement]

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: Regional Resettlement Arrangement
Triple: [Manus Regional Processing Centre, reopenedUnderPolicy, Regional Resettlement Arrangement]

Generated description

The Regional Resettlement Arrangement was an agreement between Australia and Papua New Guinea under which asylum seekers arriving in Australia by boat were transferred to PNG for offshore processing and potential resettlement.

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

Target predicate: reopenedUnderPolicy
Context triple: [Manus Regional Processing Centre, reopenedUnderPolicy, Regional Resettlement Arrangement]

A. reopenedAfter
Indicates that an entity was closed or inactive and then opened or made active again following a specified prior event or time.
B. reopenedFor
Indicates that an entity, previously closed or inactive, has been opened again to allow access, use, or operation for another entity or purpose.
C. reopenedAsPartOf
Indicates that an entity was reopened as a component or phase within a larger, ongoing process, case, or activity.
D. reopenedBy
Indicates that a previously closed or resolved item, case, or process has been opened again by a specific agent or entity.
E. reopensIn
Indicates that an entity resumes operation or becomes accessible again at a specified time or under specified conditions after having been closed or inactive.
F. None of above. chosen

Provenance (7 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_69f76ed31d8881908405da6c6d2f0463`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_69fbaa19e4a88190b04f26c0d4e708fd`	completed	May 6, 2026, 8:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a40aff7ac6c81909fdde783e776b35e`	completed	June 28, 2026, 5:24 a.m.
NEDg	Description generation	`batch_6a40b3dbff54819087858ffecced5bcb`	completed	June 28, 2026, 5:40 a.m.
NED2	Entity disambiguation (via description)	`batch_6a40b46dca7881909e788ac6307c29c1`	completed	June 28, 2026, 5:43 a.m.
PD	Predicate disambiguation	`batch_69fba8860f98819080b7bab05837b974`	completed	May 6, 2026, 8:45 p.m.
PDg	Predicate description generation	`batch_69fbaa108ee48190b84d13df3ef3e365`	completed	May 6, 2026, 8:52 p.m.

Created at: May 3, 2026, 4:18 p.m.