Triple
T8439812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calamba, Laguna |
E199320
|
entity |
| Predicate | hasMajorRoad |
P385
|
FINISHED |
| Object |
Calamba–Los Baños Road
Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
|
E737571
|
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: Calamba–Los Baños Road | Statement: [Calamba, Laguna, hasMajorRoad, Calamba–Los Baños Road]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calamba–Los Baños Road Context triple: [Calamba, Laguna, hasMajorRoad, Calamba–Los Baños Road]
-
A.
Olongapo–Gapan Road
Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
-
B.
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.
-
C.
San Juan–Mandaluyong Road
San Juan–Mandaluyong Road is the former name of Aurora Boulevard, a major thoroughfare in Metro Manila, Philippines that connects several key urban districts.
-
D.
Markapur Road
Markapur Road is a railway station in Andhra Pradesh, India, serving as the primary rail access point for pilgrims traveling to the Srisailam temple town.
-
E.
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.
- 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: Calamba–Los Baños Road Triple: [Calamba, Laguna, hasMajorRoad, Calamba–Los Baños Road]
Generated description
Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calamba–Los Baños Road Target entity description: Calamba–Los Baños Road is a key thoroughfare in Laguna, Philippines, connecting the city of Calamba to the university town and hot spring resort area of Los Baños.
-
A.
Olongapo–Gapan Road
Olongapo–Gapan Road is a major highway in the Philippines that links the city of Olongapo in Zambales to Gapan in Nueva Ecija, facilitating regional travel across Central Luzon.
-
B.
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.
-
C.
San Juan–Mandaluyong Road
San Juan–Mandaluyong Road is the former name of Aurora Boulevard, a major thoroughfare in Metro Manila, Philippines that connects several key urban districts.
-
D.
Markapur Road
Markapur Road is a railway station in Andhra Pradesh, India, serving as the primary rail access point for pilgrims traveling to the Srisailam temple town.
-
E.
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.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13708988190a534e38d8254c9bd |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce39a951c881909cfa0a35feeb2ee0 |
completed | April 2, 2026, 9:40 a.m. |
| NEDg | Description generation | batch_69ce3bd6c0c4819099f104c6dbfeef2c |
completed | April 2, 2026, 9:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce401c4e7081909a5b9fe0c0926114 |
completed | April 2, 2026, 10:08 a.m. |
Created at: March 30, 2026, 6:08 p.m.