Triple

T4336510

Position	Surface form	Disambiguated ID	Type / Status
Subject	Angkor Archaeological Park	`E97474`	entity
Predicate	governingBody	`P46`	FINISHED
Object	APSARA National Authority APSARA National Authority is a Cambodian government agency responsible for the protection, management, and sustainable development of the Angkor World Heritage site and its surrounding region.	`E431217`	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: APSARA National Authority | Statement: [Angkor Archaeological Park, governingBody, APSARA National Authority]

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

Target entity: APSARA National Authority
Context triple: [Angkor Archaeological Park, governingBody, APSARA National Authority]

A. APRA
APRA is a Peruvian political party historically associated with social democracy, anti-imperialism, and the leadership of Víctor Raúl Haya de la Torre.
B. Archipelago Management Board
The Archipelago Management Board is a co-management body that oversees the protection and management of Gwaii Haanas in partnership between the Haida Nation and the Government of Canada.
C. Nuclear Regulation Authority (Japan)
The Nuclear Regulation Authority (Japan) is the national regulatory body responsible for overseeing nuclear safety and regulation in Japan, established in response to the Fukushima Daiichi nuclear disaster.
D. Asian Organization of Supreme Audit Institutions
The Asian Organization of Supreme Audit Institutions (ASOSAI) is a regional group of national audit institutions in Asia that promotes cooperation, knowledge sharing, and the development of public sector auditing standards among its member countries.
E. Public Procurement Regulatory Authority (PPRA)
The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
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: APSARA National Authority
Triple: [Angkor Archaeological Park, governingBody, APSARA National Authority]

Generated description

APSARA National Authority is a Cambodian government agency responsible for the protection, management, and sustainable development of the Angkor World Heritage site and its surrounding region.

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

Target entity: APSARA National Authority
Target entity description: APSARA National Authority is a Cambodian government agency responsible for the protection, management, and sustainable development of the Angkor World Heritage site and its surrounding region.

A. APRA
APRA is a Peruvian political party historically associated with social democracy, anti-imperialism, and the leadership of Víctor Raúl Haya de la Torre.
B. Archipelago Management Board
The Archipelago Management Board is a co-management body that oversees the protection and management of Gwaii Haanas in partnership between the Haida Nation and the Government of Canada.
C. Nuclear Regulation Authority (Japan)
The Nuclear Regulation Authority (Japan) is the national regulatory body responsible for overseeing nuclear safety and regulation in Japan, established in response to the Fukushima Daiichi nuclear disaster.
D. Asian Organization of Supreme Audit Institutions
The Asian Organization of Supreme Audit Institutions (ASOSAI) is a regional group of national audit institutions in Asia that promotes cooperation, knowledge sharing, and the development of public sector auditing standards among its member countries.
E. Public Procurement Regulatory Authority (PPRA)
The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
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_69b3454662a481908fbcd0bbfaa3a0a4`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b3516af43081908393fd0dad3d9382`	completed	March 12, 2026, 11:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5d0ace26881908cfc7950dc7a6cf8`	completed	March 14, 2026, 9:18 p.m.
NEDg	Description generation	`batch_69b5d241198c8190a14308e38b0778b3`	completed	March 14, 2026, 9:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5d2af9330819081aab93fe24d3611`	completed	March 14, 2026, 9:27 p.m.

Created at: March 12, 2026, 11:14 p.m.