Triple
T15683386
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mandara Hut |
E377634
|
entity |
| Predicate | typicalStartingPointForTreksFrom |
P37604
|
FINISHED |
| Object | Marangu Gate |
E374029
|
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: Marangu Gate | Statement: [Mandara Hut, typicalStartingPointForTreksFrom, Marangu Gate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Marangu Gate Context triple: [Mandara Hut, typicalStartingPointForTreksFrom, Marangu Gate]
-
A.
Marangu Gate
chosen
Marangu Gate is the main entrance to Kilimanjaro National Park used by climbers beginning the popular Marangu Route up Mount Kilimanjaro in Tanzania.
-
B.
Marangu Route
Marangu Route is a popular and relatively easier trekking path up Mount Kilimanjaro, known for its hut accommodations and gradual slopes.
-
C.
Machame Gate
Machame Gate is the main entrance and registration point to Kilimanjaro National Park for climbers beginning the popular Machame Route up Mount Kilimanjaro.
-
D.
Mischabel Hut
The Mischabel Hut is a high-altitude Swiss Alpine Club mountain hut in the Pennine Alps above Saas-Fee, serving as a base for ascents of peaks such as the Lenzspitze and Nadelhorn.
-
E.
Nufenen Pass
Nufenen Pass is a high mountain road pass in the Swiss Alps known for connecting the cantons of Valais and Ticino and offering panoramic alpine views.
- 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: typicalStartingPointForTreksFrom Context triple: [Mandara Hut, typicalStartingPointForTreksFrom, Marangu Gate]
-
A.
tourStartingPoint
Indicates the location or point from which a tour begins.
-
B.
typicalAscentStartPoint
chosen
Indicates the usual or most common location from which an ascent or climb is begun.
-
C.
commonAcclimatizationHikeDestinationFrom
Indicates that a location is a typical or frequently used hiking destination for acclimatization starting from a given origin.
-
D.
glacialRoute
Indicates a path or course shaped, carved, or followed by a glacier as it moves across a landscape.
-
E.
isHikingDestination
Indicates that a location serves as a destination or endpoint for hiking activities or routes.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f31b5b881908e46ecd9fc6048ab |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff756da91c81908d73a081f51edebd |
completed | May 9, 2026, 5:57 p.m. |
| PD | Predicate disambiguation | batch_69deda8c856c8190882330114f9a1a5f |
completed | April 15, 2026, 12:23 a.m. |
Created at: April 10, 2026, 4:17 a.m.