Triple
T5221284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swahili Coast |
E117874
|
entity |
| Predicate | majorCity |
P316
|
FINISHED |
| Object |
Lamu
Lamu is a historic Swahili town on Kenya’s Indian Ocean coast, renowned for its well-preserved stone architecture, rich Islamic and Swahili cultural heritage, and status as a UNESCO World Heritage Site.
|
E504148
|
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: Lamu | Statement: [Swahili Coast, majorCity, Lamu]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lamu Context triple: [Swahili Coast, majorCity, Lamu]
-
A.
Dutse
Dutse is a city in northern Nigeria that serves as the administrative and economic center of Jigawa State.
-
B.
Burao
Burao is a key commercial and administrative city in central Somaliland, known as a major livestock trading hub in the region.
-
C.
Kismayo
Kismayo is a key port city in southern Somalia, strategically located on the Indian Ocean and serving as an important regional commercial and maritime hub.
-
D.
Qartheen
The Qartheen are a wealthy, cosmopolitan people from the city of Qarth in Essos, known for their elaborate dress, trade dominance, and influential merchant culture in the world of "A Song of Ice and Fire."
-
E.
Porto Arabia
Porto Arabia is a luxury waterfront residential and retail district in Doha, Qatar, known for its marina, upscale apartments, and promenade within The Pearl-Qatar development.
- 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: Lamu Triple: [Swahili Coast, majorCity, Lamu]
Generated description
Lamu is a historic Swahili town on Kenya’s Indian Ocean coast, renowned for its well-preserved stone architecture, rich Islamic and Swahili cultural heritage, and status as a UNESCO World Heritage Site.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lamu Target entity description: Lamu is a historic Swahili town on Kenya’s Indian Ocean coast, renowned for its well-preserved stone architecture, rich Islamic and Swahili cultural heritage, and status as a UNESCO World Heritage Site.
-
A.
Dutse
Dutse is a city in northern Nigeria that serves as the administrative and economic center of Jigawa State.
-
B.
Burao
Burao is a key commercial and administrative city in central Somaliland, known as a major livestock trading hub in the region.
-
C.
Kismayo
Kismayo is a key port city in southern Somalia, strategically located on the Indian Ocean and serving as an important regional commercial and maritime hub.
-
D.
Qartheen
The Qartheen are a wealthy, cosmopolitan people from the city of Qarth in Essos, known for their elaborate dress, trade dominance, and influential merchant culture in the world of "A Song of Ice and Fire."
-
E.
Porto Arabia
Porto Arabia is a luxury waterfront residential and retail district in Doha, Qatar, known for its marina, upscale apartments, and promenade within The Pearl-Qatar development.
- 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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7aba05b48190b6a7fc52ab3532f0 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeff49d708190a042dfab473a9646 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef309c230819094ed6ae3fefe6e5b |
completed | March 21, 2026, 7:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef36c88f4819082931dbe1bb13f89 |
completed | March 21, 2026, 7:37 p.m. |
Created at: March 20, 2026, 1:48 p.m.