Triple

T18470156

Position	Surface form	Disambiguated ID	Type / Status
Subject	Fort Bonifacio	`E451273`	entity
Predicate	contains	`P35`	FINISHED
Object	University of the Philippines BGC campus The University of the Philippines BGC campus is a constituent campus of the national university system located in Bonifacio Global City, Taguig, offering graduate and professional programs in a modern urban setting.	`E1327050`	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: University of the Philippines BGC campus | Statement: [Fort Bonifacio, contains, University of the Philippines BGC campus]

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

Target entity: University of the Philippines BGC campus
Context triple: [Fort Bonifacio, contains, University of the Philippines BGC campus]

A. University of the Philippines Baguio
The University of the Philippines Baguio is a constituent campus of the national University of the Philippines system, known for its strong programs in the arts, sciences, and Cordillera studies.
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. PUP Mabini Campus
PUP Mabini Campus is a major campus of the Polytechnic University of the Philippines located in Manila, known for its large student population and wide range of academic programs.
D. 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.
E. 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.
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: University of the Philippines BGC campus
Triple: [Fort Bonifacio, contains, University of the Philippines BGC campus]

Generated description

The University of the Philippines BGC campus is a constituent campus of the national university system located in Bonifacio Global City, Taguig, offering graduate and professional programs in a modern urban setting.

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

Target entity: University of the Philippines BGC campus
Target entity description: The University of the Philippines BGC campus is a constituent campus of the national university system located in Bonifacio Global City, Taguig, offering graduate and professional programs in a modern urban setting.

A. University of the Philippines Baguio
The University of the Philippines Baguio is a constituent campus of the national University of the Philippines system, known for its strong programs in the arts, sciences, and Cordillera studies.
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. PUP Mabini Campus
PUP Mabini Campus is a major campus of the Polytechnic University of the Philippines located in Manila, known for its large student population and wide range of academic programs.
D. 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.
E. 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.
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_69d8d38465a0819099b9b42d2a662ac1`	completed	April 10, 2026, 10:40 a.m.
NER	Named-entity recognition	`batch_69e5305e349c8190925166bc3dddb320`	completed	April 19, 2026, 7:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a043f26ef7881908b594437995d7cbc`	completed	May 13, 2026, 9:06 a.m.
NEDg	Description generation	`batch_6a044369a6e08190b022d5a85dc8abde`	completed	May 13, 2026, 9:24 a.m.
NED2	Entity disambiguation (via description)	`batch_6a044bebd01081909b03b9dbb44f0b30`	completed	May 13, 2026, 10:01 a.m.

Created at: April 10, 2026, 11:34 a.m.