Triple
T14737684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cuanza Norte Province |
E346255
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Ambaca Municipality
Ambaca Municipality is an administrative region in Angola known for its rural communities and agricultural activities within Cuanza Norte Province.
|
E1117599
|
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: Ambaca Municipality | Statement: [Cuanza Norte Province, hasMunicipality, Ambaca Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambaca Municipality Context triple: [Cuanza Norte Province, hasMunicipality, Ambaca Municipality]
-
A.
Aytos Municipality
Aytos Municipality is an administrative region in southeastern Bulgaria centered around the town of Aytos and known for its mixed agricultural and small industrial economy.
-
B.
Salamina municipality
Salamina municipality is a local government area encompassing the island of Salamina in the Saronic Gulf, within the Attica region of Greece.
-
C.
Sitia municipality
Sitia municipality is a local government area in eastern Crete, Greece, known for its coastal town of Sitia, archaeological sites, and traditional Cretan culture.
-
D.
Ameca Municipality
Ameca Municipality is an administrative region in the state of Jalisco, Mexico, centered around the city of Ameca and responsible for local governance and public services in its jurisdiction.
-
E.
Pavlikeni Municipality
Pavlikeni Municipality is an administrative region in northern Bulgaria centered around the town of Pavlikeni, known for its agricultural activities and local cultural heritage.
- 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: Ambaca Municipality Triple: [Cuanza Norte Province, hasMunicipality, Ambaca Municipality]
Generated description
Ambaca Municipality is an administrative region in Angola known for its rural communities and agricultural activities within Cuanza Norte Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambaca Municipality Target entity description: Ambaca Municipality is an administrative region in Angola known for its rural communities and agricultural activities within Cuanza Norte Province.
-
A.
Aytos Municipality
Aytos Municipality is an administrative region in southeastern Bulgaria centered around the town of Aytos and known for its mixed agricultural and small industrial economy.
-
B.
Salamina municipality
Salamina municipality is a local government area encompassing the island of Salamina in the Saronic Gulf, within the Attica region of Greece.
-
C.
Sitia municipality
Sitia municipality is a local government area in eastern Crete, Greece, known for its coastal town of Sitia, archaeological sites, and traditional Cretan culture.
-
D.
Ameca Municipality
Ameca Municipality is an administrative region in the state of Jalisco, Mexico, centered around the city of Ameca and responsible for local governance and public services in its jurisdiction.
-
E.
Pavlikeni Municipality
Pavlikeni Municipality is an administrative region in northern Bulgaria centered around the town of Pavlikeni, known for its agricultural activities and local cultural heritage.
- 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_69d822e6f1c88190bc494d491a907114 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69dec73264848190be23c5f0260cbe13 |
completed | April 14, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdfb90378481909a3083680f11101c |
completed | May 8, 2026, 3:04 p.m. |
| NEDg | Description generation | batch_69fe0105fe8081909be6d790ba18693c |
completed | May 8, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fe01668bd88190a1db045fdad514ba |
completed | May 8, 2026, 3:29 p.m. |
Created at: April 10, 2026, 1:29 a.m.