Triple

T4235403

Position	Surface form	Disambiguated ID	Type / Status
Subject	Carlos P. Garcia	`E94679`	entity
Predicate	commemoratedBy	`P500`	FINISHED
Object	Carlos P. Garcia National Highway in Bohol Carlos P. Garcia National Highway in Bohol is a major roadway in the Philippine province of Bohol named in honor of former President Carlos P. Garcia, facilitating transport and commerce across the island.	`E424873`	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: Carlos P. Garcia National Highway in Bohol | Statement: [Carlos P. Garcia, commemoratedBy, Carlos P. Garcia National Highway in Bohol]

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

Target entity: Carlos P. Garcia National Highway in Bohol
Context triple: [Carlos P. Garcia, commemoratedBy, Carlos P. Garcia National Highway in Bohol]

A. Elpidio Quirino Highway in Ilocos Sur
Elpidio Quirino Highway in Ilocos Sur is a major roadway in the Philippines named in honor of former President Elpidio Quirino, recognizing his contributions to the nation and the Ilocos region.
B. Maharlika Highway
Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
C. Cebu–Mactan road network
The Cebu–Mactan road network is the system of roads and bridges that connects Mactan Island to mainland Cebu, facilitating regional transport and economic activity in the central Philippines.
D. Osmeña Highway
Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
E. Bataan Provincial Highway
Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
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: Carlos P. Garcia National Highway in Bohol
Triple: [Carlos P. Garcia, commemoratedBy, Carlos P. Garcia National Highway in Bohol]

Generated description

Carlos P. Garcia National Highway in Bohol is a major roadway in the Philippine province of Bohol named in honor of former President Carlos P. Garcia, facilitating transport and commerce across the island.

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

Target entity: Carlos P. Garcia National Highway in Bohol
Target entity description: Carlos P. Garcia National Highway in Bohol is a major roadway in the Philippine province of Bohol named in honor of former President Carlos P. Garcia, facilitating transport and commerce across the island.

A. Elpidio Quirino Highway in Ilocos Sur
Elpidio Quirino Highway in Ilocos Sur is a major roadway in the Philippines named in honor of former President Elpidio Quirino, recognizing his contributions to the nation and the Ilocos region.
B. Maharlika Highway
Maharlika Highway is a major national road network in the Philippines that forms part of the country’s primary north–south transportation backbone across Luzon, Samar, Leyte, and Mindanao.
C. Cebu–Mactan road network
The Cebu–Mactan road network is the system of roads and bridges that connects Mactan Island to mainland Cebu, facilitating regional transport and economic activity in the central Philippines.
D. Osmeña Highway
Osmeña Highway is a major thoroughfare in Metro Manila, Philippines, named in honor of former President Sergio Osmeña and serving as a key route connecting central Manila to the southern suburbs.
E. Bataan Provincial Highway
Bataan Provincial Highway is a major roadway in the Philippine province of Bataan that serves as a primary transportation route connecting key towns and cities, including the provincial capital, Balanga.
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_69b34537cc6481909cd0a96acbb33ef7`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34e72ff588190a50c04ab975612dd`	completed	March 12, 2026, 11:38 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5a8630a4481909b9835aad51614b2`	completed	March 14, 2026, 6:26 p.m.
NEDg	Description generation	`batch_69b5aa0d70c08190bdf890f390903139`	completed	March 14, 2026, 6:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5ade4d2c48190990b5f3b0d99d43a`	completed	March 14, 2026, 6:50 p.m.

Created at: March 12, 2026, 11:05 p.m.