Triple

T13566142

Position	Surface form	Disambiguated ID	Type / Status
Subject	Macau garrison of the PLA	`E324038`	entity
Predicate	replaced	`P101`	FINISHED
Object	Portuguese Armed Forces in Macau The Portuguese Armed Forces in Macau were the military units Portugal stationed in its former colony of Macau to provide defense and maintain sovereignty until the territory’s 1999 handover to China.	`E1046289`	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: Portuguese Armed Forces in Macau | Statement: [Macau garrison of the PLA, replaced, Portuguese Armed Forces in Macau]

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

Target entity: Portuguese Armed Forces in Macau
Context triple: [Macau garrison of the PLA, replaced, Portuguese Armed Forces in Macau]

A. Macau garrison of the PLA
The Macau garrison of the PLA is the Chinese People's Liberation Army unit stationed in the Macau Special Administrative Region, responsible for its defense and symbolizing China's sovereignty over the territory.
B. Government of Portuguese Macau
The Government of Portuguese Macau was the colonial administration that governed Macau under Portuguese rule until the territory’s 1999 handover to China.
C. Hong Kong garrison of the PLA
The Hong Kong garrison of the PLA is the Chinese People's Liberation Army force stationed in Hong Kong, responsible for the region's defense and symbolizing Beijing's sovereignty over the territory.
D. Macao Public Security Police Force
The Macao Public Security Police Force is the main law enforcement agency responsible for maintaining public order, crime prevention, and internal security in the Macao Special Administrative Region of China.
E. Ministry of National Defence of Portugal
The Ministry of National Defence of Portugal is the government department responsible for formulating and implementing Portugal’s defense policy and overseeing its armed forces.
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: Portuguese Armed Forces in Macau
Triple: [Macau garrison of the PLA, replaced, Portuguese Armed Forces in Macau]

Generated description

The Portuguese Armed Forces in Macau were the military units Portugal stationed in its former colony of Macau to provide defense and maintain sovereignty until the territory’s 1999 handover to China.

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

Target entity: Portuguese Armed Forces in Macau
Target entity description: The Portuguese Armed Forces in Macau were the military units Portugal stationed in its former colony of Macau to provide defense and maintain sovereignty until the territory’s 1999 handover to China.

A. Macau garrison of the PLA
The Macau garrison of the PLA is the Chinese People's Liberation Army unit stationed in the Macau Special Administrative Region, responsible for its defense and symbolizing China's sovereignty over the territory.
B. Government of Portuguese Macau
The Government of Portuguese Macau was the colonial administration that governed Macau under Portuguese rule until the territory’s 1999 handover to China.
C. Hong Kong garrison of the PLA
The Hong Kong garrison of the PLA is the Chinese People's Liberation Army force stationed in Hong Kong, responsible for the region's defense and symbolizing Beijing's sovereignty over the territory.
D. Macao Public Security Police Force
The Macao Public Security Police Force is the main law enforcement agency responsible for maintaining public order, crime prevention, and internal security in the Macao Special Administrative Region of China.
E. Ministry of National Defence of Portugal
The Ministry of National Defence of Portugal is the government department responsible for formulating and implementing Portugal’s defense policy and overseeing its armed forces.
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_69d8076830b48190910a902bae5888e2`	completed	April 9, 2026, 8:09 p.m.
NER	Named-entity recognition	`batch_69dbb00cecd48190a9a2caff3d424817`	completed	April 12, 2026, 2:45 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f75db031d88190983e3ccd054082bd`	completed	May 3, 2026, 2:37 p.m.
NEDg	Description generation	`batch_69f75e4222d481909781824cefb69b49`	completed	May 3, 2026, 2:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69f75e9fc1508190800291a16840a9a8`	completed	May 3, 2026, 2:41 p.m.

Created at: April 9, 2026, 9:48 p.m.