Triple
T13017313
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malian Gulf |
E322585
|
entity |
| Predicate | hasNearbyHotSprings |
P32542
|
FINISHED |
| Object | Thermopylae hot springs |
E799294
|
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: Thermopylae hot springs | Statement: [Malian Gulf, hasNearbyHotSprings, Thermopylae hot springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thermopylae hot springs Context triple: [Malian Gulf, hasNearbyHotSprings, Thermopylae hot springs]
-
A.
Thermopylae hot springs
chosen
Thermopylae hot springs are natural sulfur-rich thermal springs in central Greece, historically associated with the ancient battlefield of Thermopylae and known for their warm, mineral-laden waters.
-
B.
Sabalan hot springs
Sabalan hot springs are a popular geothermal spa destination in northwestern Iran, known for their therapeutic mineral waters and scenic mountain surroundings.
-
C.
Sareyn hot springs
Sareyn hot springs is a popular geothermal spa destination in northwestern Iran, renowned for its therapeutic mineral waters and scenic mountain setting.
-
D.
Therma hot springs
Therma hot springs are natural thermal baths on the Greek island of Ikaria, renowned for their mineral-rich waters and therapeutic properties.
-
E.
Tamina thermal spring
Tamina thermal spring is a renowned natural hot spring in the Tamina Gorge near Bad Ragaz, Switzerland, famous for its warm, mineral-rich waters used for spa and therapeutic treatments.
- 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: hasNearbyHotSprings Context triple: [Malian Gulf, hasNearbyHotSprings, Thermopylae hot springs]
-
A.
hasHotSpring
chosen
Indicates that one entity possesses, contains, or is associated with a hot spring.
-
B.
hasNumberOfHotSprings
Indicates the quantity of hot springs associated with a given entity.
-
C.
hasMineralSprings
Indicates that a place or entity possesses or is characterized by the presence of mineral springs.
-
D.
hasThermalBathsSince
Indicates that an entity has had thermal baths available or in operation continuously since a specified point in time.
-
E.
hasFreshwaterSprings
Indicates that the subject contains or is associated with natural sources of freshwater emerging from the ground.
- 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_69d807657e8c8190bd9435ee2f823845 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97ece22908190a0941e23df7c774d |
completed | April 10, 2026, 10:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6c1147974819090007c21383d5c86 |
completed | May 3, 2026, 3:29 a.m. |
| PD | Predicate disambiguation | batch_69d97dc39a0881908119c62e31bf6182 |
completed | April 10, 2026, 10:46 p.m. |
Created at: April 9, 2026, 8:51 p.m.