Triple
T3804452
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Galmudug |
E91770
|
entity |
| Predicate | hasMajorCity |
P316
|
FINISHED |
| Object |
Galkayo
Galkayo is a major city in central Somalia that serves as an important commercial and administrative hub for the surrounding region.
|
E390093
|
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: Galkayo | Statement: [Galmudug, hasMajorCity, Galkayo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Galkayo Context triple: [Galmudug, hasMajorCity, Galkayo]
-
A.
Jubaland
Jubaland is an autonomous federal member state in southern Somalia, centered around the port city of Kismayo and known for its strategic location along the Indian Ocean and the Juba River.
-
B.
Somalia
Somalia is a country in the Horn of Africa known for its long coastline along the Indian Ocean, predominantly arid climate, and complex modern history marked by civil conflict and efforts at state reconstruction.
-
C.
Puntland
Puntland is an autonomous region in northeastern Somalia known for its relative stability, semi-independent governance, and strategic location along the Horn of Africa.
-
D.
Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
-
E.
Somaliland
Somaliland is a self-declared, internationally unrecognized republic in the Horn of Africa that operates as a de facto independent state separate from Somalia.
- 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: Galkayo Triple: [Galmudug, hasMajorCity, Galkayo]
Generated description
Galkayo is a major city in central Somalia that serves as an important commercial and administrative hub for the surrounding region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Galkayo Target entity description: Galkayo is a major city in central Somalia that serves as an important commercial and administrative hub for the surrounding region.
-
A.
Jubaland
Jubaland is an autonomous federal member state in southern Somalia, centered around the port city of Kismayo and known for its strategic location along the Indian Ocean and the Juba River.
-
B.
Somalia
Somalia is a country in the Horn of Africa known for its long coastline along the Indian Ocean, predominantly arid climate, and complex modern history marked by civil conflict and efforts at state reconstruction.
-
C.
Puntland
Puntland is an autonomous region in northeastern Somalia known for its relative stability, semi-independent governance, and strategic location along the Horn of Africa.
-
D.
Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
-
E.
Somaliland
Somaliland is a self-declared, internationally unrecognized republic in the Horn of Africa that operates as a de facto independent state separate from Somalia.
- 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_69aed96354f48190a768966d6bd19b04 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aee7bc240881909e91b7b99403a13c |
completed | March 9, 2026, 3:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4fb2a5af481908d69e1a88eb80d84 |
completed | March 14, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69b4fc1d144881908affcdae84a3c395 |
completed | March 14, 2026, 6:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4fc942b588190985b191376289258 |
completed | March 14, 2026, 6:13 a.m. |
Created at: March 9, 2026, 3:15 p.m.