Triple
T18199133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Habtoor Group |
E435735
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object | Habtoor Leighton Group |
—
|
NE NERFINISHED |
How this triple was built (3 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: Habtoor Leighton Group | Statement: [Al Habtoor Group, hasSubsidiary, Habtoor Leighton Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Habtoor Leighton Group Context triple: [Al Habtoor Group, hasSubsidiary, Habtoor Leighton Group]
-
A.
Al Habtoor Group
Al Habtoor Group is a major Dubai-based conglomerate with diversified interests spanning construction, hospitality, automotive, real estate, and education across the Middle East and beyond.
-
B.
Hylton Group
Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
-
C.
Booker Group
Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
-
D.
Langham Place Group
Langham Place Group was a mid-19th-century London-based feminist circle that campaigned for women’s rights in education, employment, and legal status.
-
E.
Ranhill Group
Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Habtoor Leighton Group Target entity description: Habtoor Leighton Group is a major construction and engineering contractor in the Middle East, formed as a joint venture between the UAE-based Al Habtoor Group and Australia’s Leighton Holdings.
-
A.
Al Habtoor Group
chosen
Al Habtoor Group is a major Dubai-based conglomerate with diversified interests spanning construction, hospitality, automotive, real estate, and education across the Middle East and beyond.
-
B.
Hylton Group
Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
-
C.
Booker Group
Booker Group is a British wholesale and retail company best known for its long-standing association with and sponsorship of the prestigious Booker literary prize.
-
D.
Langham Place Group
Langham Place Group was a mid-19th-century London-based feminist circle that campaigned for women’s rights in education, employment, and legal status.
-
E.
Ranhill Group
Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
- F. None of above.
Provenance (2 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_69d8b90dba6481908e119eb9aa4ca0cb |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e0d545f4819090285d1446bd3c27 |
completed | April 19, 2026, 2:04 p.m. |
Created at: April 10, 2026, 10:31 a.m.