Triple

T1086367
Position Surface form Disambiguated ID Type / Status
Subject Chalhoub E24059 entity
Predicate variantTransliteration P5923 FINISHED
Object Chalhub
Chalhub is a surname, likely of Arabic origin, that serves as an alternative transliteration of "Chalhoub."
E125027 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: Chalhub | Statement: [Chalhoub, variantTransliteration, Chalhub]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chalhub
Context triple: [Chalhoub, variantTransliteration, Chalhub]
  • A. Hamutal
    Hamutal was a queen of Judah, known as the mother of the last king of Judah, Zedekiah, during the final years before the Babylonian exile.
  • B. Barellan
    Barellan is a small rural town in the Riverina region of New South Wales, Australia, known for its grain farming and association with tennis champion Evonne Goolagong-Cawley.
  • C. Chuch’e
    Chuch’e is an alternative spelling of Juche, the North Korean state ideology centered on political self-reliance and national independence.
  • D. Keills
    Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
  • E. Garthdee
    Garthdee is a riverside area in the southwest of Aberdeen, Scotland, known for hosting the main campus of Robert Gordon University.
  • 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: Chalhub
Triple: [Chalhoub, variantTransliteration, Chalhub]
Generated description
Chalhub is a surname, likely of Arabic origin, that serves as an alternative transliteration of "Chalhoub."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chalhub
Target entity description: Chalhub is a surname, likely of Arabic origin, that serves as an alternative transliteration of "Chalhoub."
  • A. Hamutal
    Hamutal was a queen of Judah, known as the mother of the last king of Judah, Zedekiah, during the final years before the Babylonian exile.
  • B. Barellan
    Barellan is a small rural town in the Riverina region of New South Wales, Australia, known for its grain farming and association with tennis champion Evonne Goolagong-Cawley.
  • C. Chuch’e
    Chuch’e is an alternative spelling of Juche, the North Korean state ideology centered on political self-reliance and national independence.
  • D. Keills
    Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
  • E. Garthdee
    Garthdee is a riverside area in the southwest of Aberdeen, Scotland, known for hosting the main campus of Robert Gordon University.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: variantTransliteration
Context triple: [Chalhoub, variantTransliteration, Chalhub]
  • A. alternativeTransliteration chosen
    Indicates that one written form represents an alternative way of transliterating the same original text or name into another script or orthography.
  • B. languageVariant
    Indicates that one language is a variant, dialect, or localized form of another language.
  • C. translationMethod
    Indicates the technique or process used to translate content from one language or form to another.
  • D. hasRomanizationOf
    Indicates that one entity is a romanized representation (written in the Latin alphabet) of the other entity’s original script form.
  • E. translationDirection
    Indicates the source and target languages involved in a translation, specifying the direction from the original language to the translated language.
  • 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_69a49404428c819092dcc9632f5f7b8b completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4b963161081908a523c8d63871652 completed March 1, 2026, 10:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac42b1de9c8190ba5a4a0283034367 completed March 7, 2026, 3:22 p.m.
NEDg Description generation batch_69ac43a06d3c819087cc9b92012bb979 completed March 7, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69ac4779f86c819096d639a9a5df61a6 completed March 7, 2026, 3:42 p.m.
PD Predicate disambiguation batch_69a4b7407914819092ed933a7316b450 completed March 1, 2026, 10:01 p.m.
Created at: March 1, 2026, 7:42 p.m.