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.