Triple
T16396884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Botolan |
E398205
|
entity |
| Predicate | hasBarangay |
P29835
|
FINISHED |
| Object |
Bangan-South
Bangan-South is a barangay (village-level administrative division) of the municipality of Botolan in the province of Zambales, Philippines.
|
E1211599
|
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: Bangan-South | Statement: [Botolan, hasBarangay, Bangan-South]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangan-South Context triple: [Botolan, hasBarangay, Bangan-South]
-
A.
Bangan-North
Bangan-North is a barangay (village-level administrative division) of the municipality of Botolan in the province of Zambales, Philippines.
-
B.
Sissala West District
Sissala West District is an administrative district in the Upper West Region of Ghana, known for its historical sites and rural communities, including the area surrounding the Gwollu Slave Defence Wall.
-
C.
Builsa North District
Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
-
D.
Builsa South District
Builsa South District is an administrative district in Ghana’s Upper East Region, known as one of the primary areas where the Buli language is spoken.
-
E.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
- 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: Bangan-South Triple: [Botolan, hasBarangay, Bangan-South]
Generated description
Bangan-South is a barangay (village-level administrative division) of the municipality of Botolan in the province of Zambales, Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangan-South Target entity description: Bangan-South is a barangay (village-level administrative division) of the municipality of Botolan in the province of Zambales, Philippines.
-
A.
Bangan-North
Bangan-North is a barangay (village-level administrative division) of the municipality of Botolan in the province of Zambales, Philippines.
-
B.
Sissala West District
Sissala West District is an administrative district in the Upper West Region of Ghana, known for its historical sites and rural communities, including the area surrounding the Gwollu Slave Defence Wall.
-
C.
Builsa North District
Builsa North District is an administrative district in Ghana’s Upper East Region, known as a primary area where the Buli language is spoken.
-
D.
Builsa South District
Builsa South District is an administrative district in Ghana’s Upper East Region, known as one of the primary areas where the Buli language is spoken.
-
E.
Nzega District
Nzega District is an administrative district in central Tanzania known for its rural communities and agriculture, located within the country’s Tabora Region.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327cb3c708190b64341cb1410ed81 |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a003c5bcc7c81909dc1d3a9a1b7f50a |
completed | May 10, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_6a003dd7e9d481908822da391112eb39 |
completed | May 10, 2026, 8:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a003eb6aa748190b0c8866af405794a |
completed | May 10, 2026, 8:15 a.m. |
Created at: April 10, 2026, 5:09 a.m.