Triple

T7984113

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Survey and Mapping Malaysia	`E185645`	entity
Predicate	collaboratesWith	`P37`	FINISHED
Object	state land and survey departments of Malaysia The state land and survey departments of Malaysia are regional government agencies responsible for managing land administration, cadastral surveying, and related mapping functions within their respective states.	`E705267`	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: state land and survey departments of Malaysia | Statement: [Department of Survey and Mapping Malaysia, collaboratesWith, state land and survey departments of Malaysia]

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

Target entity: state land and survey departments of Malaysia
Context triple: [Department of Survey and Mapping Malaysia, collaboratesWith, state land and survey departments of Malaysia]

A. Department of Survey and Mapping Malaysia
The Department of Survey and Mapping Malaysia is the national authority responsible for land surveying, mapping, and geospatial management across Malaysia.
B. federal ministries of Malaysia
The federal ministries of Malaysia are the principal executive departments of the national government, each led by a minister and responsible for specific policy areas and administration across the country.
C. Government of Malaysia
The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
D. Johor state authorities
Johor state authorities are the governmental bodies of the Malaysian state of Johor responsible for administering and managing state affairs, including the protection and regulation of its marine and coastal reserves.
E. Malaysian Highway Authority
The Malaysian Highway Authority is a government agency responsible for overseeing, regulating, and managing Malaysia’s expressway network and toll highway concessions.
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: state land and survey departments of Malaysia
Triple: [Department of Survey and Mapping Malaysia, collaboratesWith, state land and survey departments of Malaysia]

Generated description

The state land and survey departments of Malaysia are regional government agencies responsible for managing land administration, cadastral surveying, and related mapping functions within their respective states.

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

Target entity: state land and survey departments of Malaysia
Target entity description: The state land and survey departments of Malaysia are regional government agencies responsible for managing land administration, cadastral surveying, and related mapping functions within their respective states.

A. Department of Survey and Mapping Malaysia
The Department of Survey and Mapping Malaysia is the national authority responsible for land surveying, mapping, and geospatial management across Malaysia.
B. federal ministries of Malaysia
The federal ministries of Malaysia are the principal executive departments of the national government, each led by a minister and responsible for specific policy areas and administration across the country.
C. Government of Malaysia
The Government of Malaysia is the federal authority of Malaysia, responsible for national governance, policymaking, and international relations, including its role as a founding member of the Association of Southeast Asian Nations (ASEAN).
D. Johor state authorities
Johor state authorities are the governmental bodies of the Malaysian state of Johor responsible for administering and managing state affairs, including the protection and regulation of its marine and coastal reserves.
E. Malaysian Highway Authority
The Malaysian Highway Authority is a government agency responsible for overseeing, regulating, and managing Malaysia’s expressway network and toll highway concessions.
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_69ca829a2cfc819083d591d58ec04075`	completed	March 30, 2026, 2:03 p.m.
NER	Named-entity recognition	`batch_69cb3c2b543c81909b82bc478d579e0b`	completed	March 31, 2026, 3:14 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cbe0e0b2748190930c22c6157d1b07`	completed	March 31, 2026, 2:57 p.m.
NEDg	Description generation	`batch_69cc46c221848190848c7e017e532a16`	completed	March 31, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69cc480d2f40819085046a1d0c9d05e0`	completed	March 31, 2026, 10:17 p.m.

Created at: March 30, 2026, 5:15 p.m.