Triple

T4100324

Position	Surface form	Disambiguated ID	Type / Status
Subject	Joseph Estrada	`E87923`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Mapúa Institute of Technology Mapúa Institute of Technology is a prominent private engineering and technological university in Manila, Philippines, renowned for its strong programs in engineering, architecture, and information technology.	`E415419`	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: Mapúa Institute of Technology | Statement: [Joseph Estrada, educatedAt, Mapúa Institute of Technology]

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

Target entity: Mapúa Institute of Technology
Context triple: [Joseph Estrada, educatedAt, Mapúa Institute of Technology]

A. UP Diliman
UP Diliman is the flagship constituent university and main campus of the University of the Philippines system, located in Quezon City and known for its leading academic programs and vibrant student activism.
B. University of the Philippines Manila
The University of the Philippines Manila is the health sciences center and one of the constituent universities of the national university system of the Philippines, known for its leading medical and research programs.
C. University of Manila
The University of Manila is a private higher education institution in Manila, Philippines, known for educating notable Filipino figures including former President Manuel Roxas.
D. Technological University of the Philippines
The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
E. University of the Philippines
The University of the Philippines is the Philippines’ premier national public research university system, renowned for its academic excellence, selective admissions, and significant role in the country’s intellectual and socio-political life.
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: Mapúa Institute of Technology
Triple: [Joseph Estrada, educatedAt, Mapúa Institute of Technology]

Generated description

Mapúa Institute of Technology is a prominent private engineering and technological university in Manila, Philippines, renowned for its strong programs in engineering, architecture, and information technology.

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

Target entity: Mapúa Institute of Technology
Target entity description: Mapúa Institute of Technology is a prominent private engineering and technological university in Manila, Philippines, renowned for its strong programs in engineering, architecture, and information technology.

A. UP Diliman
UP Diliman is the flagship constituent university and main campus of the University of the Philippines system, located in Quezon City and known for its leading academic programs and vibrant student activism.
B. University of the Philippines Manila
The University of the Philippines Manila is the health sciences center and one of the constituent universities of the national university system of the Philippines, known for its leading medical and research programs.
C. University of Manila
The University of Manila is a private higher education institution in Manila, Philippines, known for educating notable Filipino figures including former President Manuel Roxas.
D. Technological University of the Philippines
The Technological University of the Philippines is a state university in Manila known for its engineering, industrial technology, and technical-vocational education programs.
E. University of the Philippines
The University of the Philippines is the Philippines’ premier national public research university system, renowned for its academic excellence, selective admissions, and significant role in the country’s intellectual and socio-political life.
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_69aed94564cc8190a9c1457daedb6e7f`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aefd0d9c508190b8aedf83f3310513`	completed	March 9, 2026, 5:02 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576a1a0408190aa4683a0904790aa`	completed	March 14, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69b576fb7fa08190ada0dff7aa581665`	completed	March 14, 2026, 2:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5778dcdc08190aee087f6d54992dc`	completed	March 14, 2026, 2:58 p.m.

Created at: March 9, 2026, 3:40 p.m.