Triple

T12112329

Position	Surface form	Disambiguated ID	Type / Status
Subject	Agham Road	`E288462`	entity
Predicate	transportRole	`P7949`	FINISHED
Object	connects key government and science facilities in Quezon City Agham Road is a major thoroughfare in Quezon City, Philippines, known for running through the city’s government and science hub, including several national agencies and research institutions.	`E965031`	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: connects key government and science facilities in Quezon City | Statement: [Agham Road, transportRole, connects key government and science facilities in Quezon City]

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

Target entity: connects key government and science facilities in Quezon City
Context triple: [Agham Road, transportRole, connects key government and science facilities in Quezon City]

A. Science City of Muñoz, Nueva Ecija, Philippines
Science City of Muñoz in Nueva Ecija, Philippines, is an agricultural research and education hub known for its institutions focused on livestock, crop science, and rural development.
B. Light Industry and Science Park of the Philippines
The Light Industry and Science Park of the Philippines is a major industrial and technology park in the Calabarzon region that hosts manufacturing and electronics firms within a planned economic zone.
C. Filinvest Technology Park – Calamba
Filinvest Technology Park – Calamba is a designated industrial and technology economic zone in Calamba, Laguna that hosts various manufacturing and tech-oriented enterprises.
D. Laguna Technopark
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
E. Quezon City campus
Quezon City campus is the main campus of New Era University, a private institution in the Philippines affiliated with the Iglesia ni Cristo.
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: connects key government and science facilities in Quezon City
Triple: [Agham Road, transportRole, connects key government and science facilities in Quezon City]

Generated description

Agham Road is a major thoroughfare in Quezon City, Philippines, known for running through the city’s government and science hub, including several national agencies and research institutions.

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

Target entity: connects key government and science facilities in Quezon City
Target entity description: Agham Road is a major thoroughfare in Quezon City, Philippines, known for running through the city’s government and science hub, including several national agencies and research institutions.

A. Science City of Muñoz, Nueva Ecija, Philippines
Science City of Muñoz in Nueva Ecija, Philippines, is an agricultural research and education hub known for its institutions focused on livestock, crop science, and rural development.
B. Light Industry and Science Park of the Philippines
The Light Industry and Science Park of the Philippines is a major industrial and technology park in the Calabarzon region that hosts manufacturing and electronics firms within a planned economic zone.
C. Filinvest Technology Park – Calamba
Filinvest Technology Park – Calamba is a designated industrial and technology economic zone in Calamba, Laguna that hosts various manufacturing and tech-oriented enterprises.
D. Laguna Technopark
Laguna Technopark is a major industrial and economic zone in Laguna, Philippines, hosting numerous manufacturing and technology companies and serving as a key driver of regional development.
E. Quezon City campus
Quezon City campus is the main campus of New Era University, a private institution in the Philippines affiliated with the Iglesia ni Cristo.
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_69d6ab4a5c448190a110d1273314b21a`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9156814148190b47d63a89fcab17c`	completed	April 10, 2026, 3:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f5f67d58d08190be45fb49f0084b49`	completed	May 2, 2026, 1:05 p.m.
NEDg	Description generation	`batch_69f600b6769481909d0308c8f77b2ef3`	completed	May 2, 2026, 1:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69f601e7f3b0819098a2245b9f9316b9`	completed	May 2, 2026, 1:53 p.m.

Created at: April 8, 2026, 9:49 p.m.