Triple
T13363267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Narok County |
E318871
|
entity |
| Predicate | hasUrbanCenter |
P2106
|
FINISHED |
| Object |
Ololulung’a
Ololulung’a is a small urban center in Kenya’s Narok County that serves as a local hub for trade and services in the surrounding rural area.
|
E1037845
|
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: Ololulung’a | Statement: [Narok County, hasUrbanCenter, Ololulung’a]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ololulung’a Context triple: [Narok County, hasUrbanCenter, Ololulung’a]
-
A.
Mlolongo
Mlolongo is a rapidly growing urban town in Kenya’s Machakos County, situated along the Nairobi–Mombasa highway and known for its bustling commercial activity and residential estates.
-
B.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
C.
Mzilikazi
Mzilikazi was a 19th-century Southern African king who founded the Ndebele (Matabele) nation and led its migration to what is now Zimbabwe.
-
D.
Umkhosi woMhlanga
Umkhosi woMhlanga is a traditional Zulu cultural ceremony in South Africa in which young women participate in a reed dance to celebrate purity, womanhood, and community heritage.
-
E.
Oshikwanyama
Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
- 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: Ololulung’a Triple: [Narok County, hasUrbanCenter, Ololulung’a]
Generated description
Ololulung’a is a small urban center in Kenya’s Narok County that serves as a local hub for trade and services in the surrounding rural area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ololulung’a Target entity description: Ololulung’a is a small urban center in Kenya’s Narok County that serves as a local hub for trade and services in the surrounding rural area.
-
A.
Mlolongo
Mlolongo is a rapidly growing urban town in Kenya’s Machakos County, situated along the Nairobi–Mombasa highway and known for its bustling commercial activity and residential estates.
-
B.
Gundwane Ndiweni
Gundwane Ndiweni was a prominent 19th-century Ndebele military and political leader associated with the royal House of Khumalo in what is now Zimbabwe.
-
C.
Mzilikazi
Mzilikazi was a 19th-century Southern African king who founded the Ndebele (Matabele) nation and led its migration to what is now Zimbabwe.
-
D.
Umkhosi woMhlanga
Umkhosi woMhlanga is a traditional Zulu cultural ceremony in South Africa in which young women participate in a reed dance to celebrate purity, womanhood, and community heritage.
-
E.
Oshikwanyama
Oshikwanyama is a Bantu language variety spoken primarily in northern Namibia and southern Angola, recognized as one of the major dialects of Oshiwambo.
- 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_69d806b7bbac8190b85278c87fa7aff3 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69da628affd081909f1790d333f0eef4 |
completed | April 11, 2026, 3:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7267c99788190b158b1d9f57ceba2 |
completed | May 3, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69f72a92211481909ddc9e45b6a3a488 |
completed | May 3, 2026, 10:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f72b869a8c81908d3d6e05c80d89cf |
completed | May 3, 2026, 11:03 a.m. |
Created at: April 9, 2026, 9:32 p.m.