Triple
T19311422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MacArthur Highway |
E482978
|
entity |
| Predicate | passesThrough |
P225
|
FINISHED |
| Object |
Binalonan
Binalonan is a municipality in the province of Pangasinan, Philippines, known for its agricultural economy and location along major regional transport routes.
|
E1369695
|
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: Binalonan | Statement: [MacArthur Highway, passesThrough, Binalonan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Binalonan Context triple: [MacArthur Highway, passesThrough, Binalonan]
-
A.
Binalong
Binalong is a small rural village in New South Wales, Australia, known for its historic buildings and pastoral surroundings.
-
B.
Binukawan
Binukawan is a barangay (village-level administrative division) located in the municipality of Morong in the province of Bataan, Philippines.
-
C.
Malibcong
Malibcong is a remote, mountainous municipality in the Philippine province of Abra known for its indigenous communities and largely undeveloped natural landscapes.
-
D.
Batiawan
Batiawan is a rural barangay (village-level administrative unit) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
-
E.
Buluan
Buluan is a municipality in the Philippines historically significant as a cultural and political center for the Maguindanaon people.
- 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: Binalonan Triple: [MacArthur Highway, passesThrough, Binalonan]
Generated description
Binalonan is a municipality in the province of Pangasinan, Philippines, known for its agricultural economy and location along major regional transport routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Binalonan Target entity description: Binalonan is a municipality in the province of Pangasinan, Philippines, known for its agricultural economy and location along major regional transport routes.
-
A.
Binalong
Binalong is a small rural village in New South Wales, Australia, known for its historic buildings and pastoral surroundings.
-
B.
Binukawan
Binukawan is a barangay (village-level administrative division) located in the municipality of Morong in the province of Bataan, Philippines.
-
C.
Malibcong
Malibcong is a remote, mountainous municipality in the Philippine province of Abra known for its indigenous communities and largely undeveloped natural landscapes.
-
D.
Batiawan
Batiawan is a rural barangay (village-level administrative unit) of the municipality of Santa Ignacia in the province of Tarlac, Philippines.
-
E.
Buluan
Buluan is a municipality in the Philippines historically significant as a cultural and political center for the Maguindanaon people.
- 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_69d8e8d04d5c8190baa816986f2b1d1e |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e604ce5de081909811c49f56ba94bb |
completed | April 20, 2026, 10:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07145fa1e881909813ed6825d38e2c |
completed | May 15, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_6a0714eb6a0c8190bec7ae8ef785a4ab |
completed | May 15, 2026, 12:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0718ee8adc8190a74685f9783ba5d5 |
completed | May 15, 2026, 1 p.m. |
Created at: April 10, 2026, 1:32 p.m.