Triple

T3612652
Position Surface form Disambiguated ID Type / Status
Subject Marangu Route E76523 entity
Predicate hasOvernightStop P45130 FINISHED
Object Mandara Hut
Mandara Hut is a popular mountain lodge on Mount Kilimanjaro that serves as the first overnight stop for trekkers ascending via the Marangu Route.
E377634 NE FINISHED

How this triple was built (5 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: Mandara Hut | Statement: [Marangu Route, hasOvernightStop, Mandara Hut]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mandara Hut
Context triple: [Marangu Route, hasOvernightStop, Mandara Hut]
  • A. Horombo Hut
    Horombo Hut is a popular high-altitude overnight camp on Mount Kilimanjaro, commonly used by trekkers as a key acclimatization stop on the Marangu Route.
  • B. Kibo Hut
    Kibo Hut is a high-altitude mountain refuge on Mount Kilimanjaro that serves as the main base camp for summit attempts via the Marangu Route.
  • C. Vallot Hut
    Vallot Hut is a high-altitude emergency shelter on Mont Blanc used by climbers as a critical refuge during ascents via the Goûter Route.
  • D. Gonella Hut
    Gonella Hut is a high-altitude mountain refuge on the Italian side of Mont Blanc, commonly used as a base for alpine ascents of the peak.
  • E. Iris Burn Hut
    Iris Burn Hut is a popular backcountry accommodation for hikers located along New Zealand’s Kepler Track in Fiordland National Park.
  • 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: Mandara Hut
Triple: [Marangu Route, hasOvernightStop, Mandara Hut]
Generated description
Mandara Hut is a popular mountain lodge on Mount Kilimanjaro that serves as the first overnight stop for trekkers ascending via the Marangu Route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mandara Hut
Target entity description: Mandara Hut is a popular mountain lodge on Mount Kilimanjaro that serves as the first overnight stop for trekkers ascending via the Marangu Route.
  • A. Horombo Hut
    Horombo Hut is a popular high-altitude overnight camp on Mount Kilimanjaro, commonly used by trekkers as a key acclimatization stop on the Marangu Route.
  • B. Kibo Hut
    Kibo Hut is a high-altitude mountain refuge on Mount Kilimanjaro that serves as the main base camp for summit attempts via the Marangu Route.
  • C. Vallot Hut
    Vallot Hut is a high-altitude emergency shelter on Mont Blanc used by climbers as a critical refuge during ascents via the Goûter Route.
  • D. Gonella Hut
    Gonella Hut is a high-altitude mountain refuge on the Italian side of Mont Blanc, commonly used as a base for alpine ascents of the peak.
  • E. Iris Burn Hut
    Iris Burn Hut is a popular backcountry accommodation for hikers located along New Zealand’s Kepler Track in Fiordland National Park.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasOvernightStop
Context triple: [Marangu Route, hasOvernightStop, Mandara Hut]
  • A. overnightOption chosen
    Indicates that something is available, valid, or can occur during an overnight period or as an overnight choice.
  • B. numberOfIntermediateStops
    Indicates the count of stops or pauses that occur between the starting point and the final destination in a journey or process.
  • C. hasTourLeg
    Indicates that a specific segment or leg is part of, or associated with, a larger tour or journey.
  • D. hasIntermediateCity
    Indicates that there is a city located between two other places along a route or connection.
  • E. hasIntermediateStation
    Indicates that a route, journey, or connection includes a station that lies between its starting point and its final destination.
  • F. None of above.

Provenance (6 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_69ad85da0ba481908b3b48c69efe2b98 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc22e5b30819084184b730732c727 completed March 8, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4882d20fc819082c0b640cddce269 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b3c360c8190a9851b8f5f639bef completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
PD Predicate disambiguation batch_69adb83d8b1c8190b3bddbc5dc995a87 completed March 8, 2026, 5:56 p.m.
Created at: March 8, 2026, 3:23 p.m.