Triple

T36058725

Position	Surface form	Disambiguated ID	Type / Status
Subject	Economic Planning Unit (Malaysia)	`E1043016`	entity
Predicate	worksOnDocument	`P191613`	FINISHED
Object	Malaysia Five-Year Plans The Malaysia Five-Year Plans are a series of medium-term national development blueprints that guide the country’s economic, social, and infrastructural priorities over successive five-year periods.	`E2166878`	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: Malaysia Five-Year Plans | Statement: [Economic Planning Unit (Malaysia), worksOnDocument, Malaysia Five-Year Plans]

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: Malaysia Five-Year Plans
Triple: [Economic Planning Unit (Malaysia), worksOnDocument, Malaysia Five-Year Plans]

Generated description

The Malaysia Five-Year Plans are a series of medium-term national development blueprints that guide the country’s economic, social, and infrastructural priorities over successive five-year periods.

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

Target predicate: worksOnDocument
Context triple: [Economic Planning Unit (Malaysia), worksOnDocument, Malaysia Five-Year Plans]

A. worksOnDocumentType
Indicates that an entity is involved in handling, processing, or performing tasks related to a specific type or category of document.
B. worksFor
Indicates that one entity is employed by or performs work on behalf of another entity, typically an organization or individual.
C. worksTo
Indicates that one entity performs work or exerts effort in order to achieve, support, or contribute to another entity or outcome.
D. worksOnFeature
Indicates that an entity is actively involved in developing, implementing, or contributing to a particular feature.
E. worksAs
Indicates that an entity performs the role, job, or occupation specified by another entity.
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_69f76e2f09448190b0486d5ecad5e243`	completed	May 3, 2026, 3:47 p.m.
NER	Named-entity recognition	`batch_69fce28d6c3081908bf76f5db63ecf68`	completed	May 7, 2026, 7:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a38cba591908190978c635582500aa8`	completed	June 22, 2026, 5:44 a.m.
NEDg	Description generation	`batch_6a38cc39f7b08190a724bf37300945a5`	completed	June 22, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_6a38cd5a88e08190ba69fd3d8dad28f2`	completed	June 22, 2026, 5:51 a.m.
PD	Predicate disambiguation	`batch_69fce12d2f08819082134b5eb3db6a24`	completed	May 7, 2026, 6:59 p.m.
PDg	Predicate description generation	`batch_69fce28a74508190aab36551094e8226`	completed	May 7, 2026, 7:05 p.m.

Created at: May 3, 2026, 4:08 p.m.