Triple

T12601258
Position Surface form Disambiguated ID Type / Status
Subject Khaldun E300862 entity
Predicate hasVariantTransliteration P5923 FINISHED
Object Khaldûn
Khaldûn is a transliterated Arabic name most famously associated with the 14th-century historian and philosopher Ibn Khaldun, a pioneer of sociology and historiography.
 E995855 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: Khaldûn | Statement: [Khaldun, hasVariantTransliteration, Khaldûn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khaldûn
Context triple: [Khaldun, hasVariantTransliteration, Khaldûn]
  • A. Ulthar
    Ulthar is a mysterious, cat-revering town in H.P. Lovecraft’s Dreamlands, best known from the tale where a law forbids the killing of cats.
  • B. Salardú
    Salardú is a picturesque mountain village in the Val d’Aran region of the Catalan Pyrenees, known for its traditional stone architecture and proximity to ski resorts like Baqueira-Beret.
  • C. Yaghuth
    Yaghuth is a pre-Islamic Arabian deity, traditionally regarded as one of the ancient gods worshipped by Arab tribes before the advent of Islam.
  • D. Melaghar
    Melaghar is a town in the Indian state of Tripura known as the gateway to the historic Neermahal water palace and its surrounding lake.
  • E. Uthal
    Uthal is a town in Pakistan’s Balochistan province that serves as an administrative and commercial center for the surrounding Lasbela region.
  • 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: Khaldûn
Triple: [Khaldun, hasVariantTransliteration, Khaldûn]
Generated description
Khaldûn is a transliterated Arabic name most famously associated with the 14th-century historian and philosopher Ibn Khaldun, a pioneer of sociology and historiography.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khaldûn
Target entity description: Khaldûn is a transliterated Arabic name most famously associated with the 14th-century historian and philosopher Ibn Khaldun, a pioneer of sociology and historiography.
  • A. Ulthar
    Ulthar is a mysterious, cat-revering town in H.P. Lovecraft’s Dreamlands, best known from the tale where a law forbids the killing of cats.
  • B. Salardú
    Salardú is a picturesque mountain village in the Val d’Aran region of the Catalan Pyrenees, known for its traditional stone architecture and proximity to ski resorts like Baqueira-Beret.
  • C. Yaghuth
    Yaghuth is a pre-Islamic Arabian deity, traditionally regarded as one of the ancient gods worshipped by Arab tribes before the advent of Islam.
  • D. Melaghar
    Melaghar is a town in the Indian state of Tripura known as the gateway to the historic Neermahal water palace and its surrounding lake.
  • E. Uthal
    Uthal is a town in Pakistan’s Balochistan province that serves as an administrative and commercial center for the surrounding Lasbela region.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954d1f6ac8190ab21ca7bcbc80129 completed April 10, 2026, 7:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f66869c0b08190b13bcebbe354cd98 completed May 2, 2026, 9:11 p.m.
NEDg Description generation batch_69f66a602f088190984fa3381b5be944 completed May 2, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_69f66b18e68881908bf79ab52bcc909e completed May 2, 2026, 9:22 p.m.
Created at: April 9, 2026, 5:09 p.m.