Triple
T18802712
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marcos Highway |
E459795
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
Agoo–Baguio Road
Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
|
E1346347
|
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: Agoo–Baguio Road | Statement: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agoo–Baguio Road Context triple: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
-
A.
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.
-
B.
Cagayan de Oro–Iligan Road
Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
-
C.
Tagaytay–Nasugbu Road
Tagaytay–Nasugbu Road is a major highway in the Philippines that links the city of Tagaytay in Cavite to the coastal town of Nasugbu in Batangas, serving as a key route for tourism and local travel.
-
D.
Cotabato–Davao Road
Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
-
E.
Manuel L. Quezon National Highway
Manuel L. Quezon National Highway is a major arterial road in Cebu that forms a key segment of the Cebu–Mactan transport corridor, linking important urban and commercial areas.
- 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: Agoo–Baguio Road Triple: [Marcos Highway, alsoKnownAs, Agoo–Baguio Road]
Generated description
Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agoo–Baguio Road Target entity description: Agoo–Baguio Road is a major mountain highway in the Philippines that connects the lowland town of Agoo in La Union to the highland city of Baguio, serving as one of the primary access routes to the summer capital.
-
A.
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.
-
B.
Cagayan de Oro–Iligan Road
Cagayan de Oro–Iligan Road is a major highway in Northern Mindanao, Philippines, that serves as a primary transport corridor linking the cities of Cagayan de Oro and Iligan.
-
C.
Tagaytay–Nasugbu Road
Tagaytay–Nasugbu Road is a major highway in the Philippines that links the city of Tagaytay in Cavite to the coastal town of Nasugbu in Batangas, serving as a key route for tourism and local travel.
-
D.
Cotabato–Davao Road
Cotabato–Davao Road is a major highway in Mindanao, Philippines, that serves as a key transport corridor linking the provinces of Cotabato and Davao and facilitating regional trade and travel.
-
E.
Manuel L. Quezon National Highway
Manuel L. Quezon National Highway is a major arterial road in Cebu that forms a key segment of the Cebu–Mactan transport corridor, linking important urban and commercial areas.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a0253f748190998995e3b1524357 |
completed | April 20, 2026, 3:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05675ff6e88190abfa88e1085873f4 |
completed | May 14, 2026, 6:10 a.m. |
| NEDg | Description generation | batch_6a05709c4e388190a451b7b5d6195934 |
completed | May 14, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05716e0e888190a1e41d5cb2f860bd |
completed | May 14, 2026, 6:53 a.m. |
Created at: April 10, 2026, 11:53 a.m.