Triple

T2952898
Position Surface form Disambiguated ID Type / Status
Subject Huber E79860 entity
Predicate hasNotableBearer P458 FINISHED
Object Thomas Huber (climber)
Thomas Huber is a renowned German rock climber and mountaineer, best known as one half of the Huber brothers for their groundbreaking big-wall ascents and speed records, particularly on Yosemite’s El Capitan.
E315094 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: Thomas Huber (climber) | Statement: [Huber, hasNotableBearer, Thomas Huber (climber)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Huber (climber)
Context triple: [Huber, hasNotableBearer, Thomas Huber (climber)]
  • A. Hermann Buhl
    Hermann Buhl was an Austrian mountaineer renowned as one of the greatest alpinists of the 20th century, noted for his bold solo ascents and pioneering high-altitude climbs in the Himalayas and Karakoram.
  • B. Reinhold Messner
    Reinhold Messner is a legendary Italian mountaineer renowned for being the first person to climb all fourteen eight-thousanders and for pioneering bold, oxygen-free ascents of the world’s highest peaks.
  • C. Walter Bonatti
    Walter Bonatti was a legendary Italian mountaineer and explorer renowned for his bold, pioneering climbs in the Alps and Himalayas and for setting new standards in high-altitude solo and winter ascents.
  • D. Sir Chris Bonington
    Sir Chris Bonington is a renowned British mountaineer and expedition leader celebrated for pioneering ascents in the Himalayas and other major ranges.
  • E. Julius Gorner
    Julius Gorner is the primary antagonist in Sebastian Faulks's James Bond novel "Devil May Care," a wealthy and sadistic mastermind whose schemes threaten global stability.
  • 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: Thomas Huber (climber)
Triple: [Huber, hasNotableBearer, Thomas Huber (climber)]
Generated description
Thomas Huber is a renowned German rock climber and mountaineer, best known as one half of the Huber brothers for their groundbreaking big-wall ascents and speed records, particularly on Yosemite’s El Capitan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Huber (climber)
Target entity description: Thomas Huber is a renowned German rock climber and mountaineer, best known as one half of the Huber brothers for their groundbreaking big-wall ascents and speed records, particularly on Yosemite’s El Capitan.
  • A. Hermann Buhl
    Hermann Buhl was an Austrian mountaineer renowned as one of the greatest alpinists of the 20th century, noted for his bold solo ascents and pioneering high-altitude climbs in the Himalayas and Karakoram.
  • B. Reinhold Messner
    Reinhold Messner is a legendary Italian mountaineer renowned for being the first person to climb all fourteen eight-thousanders and for pioneering bold, oxygen-free ascents of the world’s highest peaks.
  • C. Walter Bonatti
    Walter Bonatti was a legendary Italian mountaineer and explorer renowned for his bold, pioneering climbs in the Alps and Himalayas and for setting new standards in high-altitude solo and winter ascents.
  • D. Sir Chris Bonington
    Sir Chris Bonington is a renowned British mountaineer and expedition leader celebrated for pioneering ascents in the Himalayas and other major ranges.
  • E. Julius Gorner
    Julius Gorner is the primary antagonist in Sebastian Faulks's James Bond novel "Devil May Care," a wealthy and sadistic mastermind whose schemes threaten global stability.
  • 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fe4b688190a0f68c4f80cd6f8f completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc82d1248190869beffffc0bf956 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:57 p.m.