Triple

T8547752

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Finance (Philippines)	`E202367`	entity
Predicate	oversees	`P46`	FINISHED
Object	National Development Company (Philippines) The National Development Company (Philippines) is a government-owned investment and development corporation that spearheads strategic industrial and commercial projects to promote national economic growth.	`E742246`	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: National Development Company (Philippines) | Statement: [Department of Finance (Philippines), oversees, National Development Company (Philippines)]

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

Target entity: National Development Company (Philippines)
Context triple: [Department of Finance (Philippines), oversees, National Development Company (Philippines)]

A. Philippine Mining Development Corporation
The Philippine Mining Development Corporation is a state-owned enterprise responsible for developing, managing, and promoting government mining projects and mineral resources in the Philippines.
B. Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
C. Megaworld Corporation
Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
D. National Economic and Development Authority of the Philippines
The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
E. NLEX Corporation
NLEX Corporation is a Philippine toll road company that manages and operates major expressways in the northern part of Luzon.
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: National Development Company (Philippines)
Triple: [Department of Finance (Philippines), oversees, National Development Company (Philippines)]

Generated description

The National Development Company (Philippines) is a government-owned investment and development corporation that spearheads strategic industrial and commercial projects to promote national economic growth.

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

Target entity: National Development Company (Philippines)
Target entity description: The National Development Company (Philippines) is a government-owned investment and development corporation that spearheads strategic industrial and commercial projects to promote national economic growth.

A. Philippine Mining Development Corporation
The Philippine Mining Development Corporation is a state-owned enterprise responsible for developing, managing, and promoting government mining projects and mineral resources in the Philippines.
B. Maligaya Development Corporation
Maligaya Development Corporation is a Philippine company known for managing and operating large-scale venues and facilities, including the Philippine Arena.
C. Megaworld Corporation
Megaworld Corporation is a major Philippine real estate company known for pioneering large-scale mixed-use township developments that integrate residential, commercial, and office spaces.
D. National Economic and Development Authority of the Philippines
The National Economic and Development Authority of the Philippines is the government’s primary socioeconomic planning body, responsible for formulating development plans and policies to guide the country’s economic growth.
E. NLEX Corporation
NLEX Corporation is a Philippine toll road company that manages and operates major expressways in the northern part of Luzon.
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_69ca832461e88190a654c5e44e233aa8`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cbe7529b648190b4b1cf1cb8836546`	completed	March 31, 2026, 3:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce6dbbb12c819085d1abe289fd1f22`	completed	April 2, 2026, 1:23 p.m.
NEDg	Description generation	`batch_69ce71d9eac481908610589efa9f9ddd`	completed	April 2, 2026, 1:40 p.m.
NED2	Entity disambiguation (via description)	`batch_69ce75b832248190b7273605cf5ff67a`	completed	April 2, 2026, 1:57 p.m.

Created at: March 30, 2026, 6:19 p.m.