Triple
T16193623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | An Nafud |
E393003
|
entity |
| Predicate | hazard |
P1950
|
FINISHED |
| Object |
dune mobility
Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
|
E1198509
|
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: dune mobility | Statement: [An Nafud, hazard, dune mobility]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: dune mobility Context triple: [An Nafud, hazard, dune mobility]
-
A.
DAO
DAO is the ICAO airline designator assigned to Daallo Airlines, a regional carrier based in the Horn of Africa.
-
B.
DAO
DAO (Data Access Objects) is an older Microsoft data access technology that provides an object-oriented interface for working with databases, particularly Jet/Access databases.
-
C.
Dencun
Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
-
D.
DG NEAR
DG NEAR is the European Commission department responsible for managing the EU’s neighbourhood policy and overseeing enlargement negotiations with candidate and potential candidate countries.
-
E.
Meta River
The Meta River is a major waterway in Colombia and Venezuela that drains the eastern Andes and Llanos plains before joining the Orinoco River.
- 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: dune mobility Triple: [An Nafud, hazard, dune mobility]
Generated description
Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: dune mobility Target entity description: Dune mobility refers to the movement and shifting of sand dunes over time due to wind and other environmental forces, which can pose significant natural hazards in desert regions.
-
A.
DAO
DAO is the ICAO airline designator assigned to Daallo Airlines, a regional carrier based in the Horn of Africa.
-
B.
DAO
DAO (Data Access Objects) is an older Microsoft data access technology that provides an object-oriented interface for working with databases, particularly Jet/Access databases.
-
C.
Dencun
Dencun is a major Ethereum network upgrade that enhances scalability and reduces transaction costs, particularly for layer-2 rollups, by introducing data-availability improvements like proto-danksharding.
-
D.
DG NEAR
DG NEAR is the European Commission department responsible for managing the EU’s neighbourhood policy and overseeing enlargement negotiations with candidate and potential candidate countries.
-
E.
Meta River
The Meta River is a major waterway in Colombia and Venezuela that drains the eastern Andes and Llanos plains before joining the Orinoco River.
- 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_69d87f1e49ac8190a311b54d32990576 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e222d74d788190a637fdb9b4f184b9 |
completed | April 17, 2026, 12:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffff0bfd08819083afc4bea1b99aad |
completed | May 10, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_6a0001b815c481908ed6fcaea42ee9fc |
completed | May 10, 2026, 3:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0002106a5c8190b92d27f01178a321 |
completed | May 10, 2026, 3:57 a.m. |
Created at: April 10, 2026, 5:02 a.m.