Triple
T21175433
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kwale County |
E521798
|
entity |
| Predicate | hasMajorTown |
P316
|
FINISHED |
| Object |
Lunga Lunga
Lunga Lunga is a border town in southeastern Kenya that serves as a key crossing point between Kenya and Tanzania.
|
E1470687
|
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: Lunga Lunga | Statement: [Kwale County, hasMajorTown, Lunga Lunga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lunga Lunga Context triple: [Kwale County, hasMajorTown, Lunga Lunga]
-
A.
Longu
Longu is an Austronesian language spoken in the Solomon Islands, known primarily as a local name for the Longgu language.
-
B.
Raklungu
Raklungu is an indigenous local language spoken on Atauro Island, near Timor-Leste.
-
C.
Nyishi
The Nyishi are one of the major indigenous tribes of northeastern India, known for their distinct language, traditional bamboo and cane craftsmanship, and rich cultural heritage.
-
D.
Beni Shangul
Beni Shangul is an ethnic group of the Sudan–Ethiopia border region, more commonly known as the Berta people.
-
E.
Lunga
Lunga is a Scottish island in the Treshnish Isles, known for its dramatic cliffs and large seabird colonies, especially puffins.
- 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: Lunga Lunga Triple: [Kwale County, hasMajorTown, Lunga Lunga]
Generated description
Lunga Lunga is a border town in southeastern Kenya that serves as a key crossing point between Kenya and Tanzania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lunga Lunga Target entity description: Lunga Lunga is a border town in southeastern Kenya that serves as a key crossing point between Kenya and Tanzania.
-
A.
Longu
Longu is an Austronesian language spoken in the Solomon Islands, known primarily as a local name for the Longgu language.
-
B.
Raklungu
Raklungu is an indigenous local language spoken on Atauro Island, near Timor-Leste.
-
C.
Nyishi
The Nyishi are one of the major indigenous tribes of northeastern India, known for their distinct language, traditional bamboo and cane craftsmanship, and rich cultural heritage.
-
D.
Beni Shangul
Beni Shangul is an ethnic group of the Sudan–Ethiopia border region, more commonly known as the Berta people.
-
E.
Lunga
Lunga is a Scottish island in the Treshnish Isles, known for its dramatic cliffs and large seabird colonies, especially puffins.
- 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_69e0b50e30748190b186824a206d39b9 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e7271597288190b04baff9ca8d866c |
completed | April 21, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09757772b88190b7eab700ab116596 |
completed | May 17, 2026, 7:59 a.m. |
| NEDg | Description generation | batch_6a09775849588190a7d28b0bb6912a01 |
completed | May 17, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a097878a6248190a3573b84aaa29827 |
completed | May 17, 2026, 8:12 a.m. |
Created at: April 16, 2026, 3 p.m.