Triple
T17109087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Margush |
E415177
|
entity |
| Predicate | associatedWithRiverOasis |
P73621
|
FINISHED |
| Object | Murgab River oasis |
E1011692
|
NE FINISHED |
How this triple was built (3 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: Murgab River oasis | Statement: [Margush, associatedWithRiverOasis, Murgab River oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murgab River oasis Context triple: [Margush, associatedWithRiverOasis, Murgab River oasis]
-
A.
Ghuta oasis
Ghuta oasis is a historically fertile and densely cultivated green area on the outskirts of Damascus in Syria, long sustained by irrigation from the Barada River.
-
B.
Ahal oasis
chosen
Ahal oasis is a historic fertile area in south-central Turkmenistan that gave its name to the surrounding Ahal Region and has long supported agriculture and settlement in the desert landscape.
-
C.
Herat oasis
Herat oasis is a fertile, irrigated region surrounding the city of Herat in western Afghanistan, historically supporting agriculture and settlement in an otherwise arid landscape.
-
D.
Panjdeh Oasis
Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
-
E.
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithRiverOasis Context triple: [Margush, associatedWithRiverOasis, Murgab River oasis]
-
A.
hasSettlementOnRiver
Indicates that a settlement is located on or directly adjacent to a specific river.
-
B.
locatedOnBankOfNile
Indicates that something is situated on or directly adjacent to the banks of the Nile River.
-
C.
associatedRiverBasin
Indicates that one entity is linked to, or lies within the drainage area of, a particular river basin.
-
D.
closelyAssociatedRiver
Indicates a river that is geographically or functionally closely connected to the subject, such as flowing nearby, through, or otherwise strongly linked to it.
-
E.
locatedInRiverArea
chosen
Indicates that one entity is situated within the geographic area occupied by, adjacent to, or directly associated with a particular river.
- F. None of above.
Provenance (4 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_69d886d090cc8190a39cb94992586905 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3dc2906a081909d0d43cf04319f52 |
completed | April 18, 2026, 7:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a016741fe6c81908ebbb022749915ab |
completed | May 11, 2026, 5:21 a.m. |
| PD | Predicate disambiguation | batch_69e35d6b1b988190a8d6b6fe78c35e59 |
completed | April 18, 2026, 10:31 a.m. |
Created at: April 10, 2026, 5:35 a.m.