Triple
T15238496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ranhill Bersekutu |
E364191
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Ranhill Group
Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
|
E1145361
|
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: Ranhill Group | Statement: [Ranhill Bersekutu, partOf, Ranhill Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ranhill Group Context triple: [Ranhill Bersekutu, partOf, Ranhill Group]
-
A.
Hylton Group
Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
-
B.
Kingsmill Group
Kingsmill Group is the former name for the Kingsmill Islands, a cluster of atolls in the central Pacific Ocean that are now part of Kiribati’s Gilbert Islands.
-
C.
Holly Group
Holly Group is a cluster of ancestral Puebloan ruins and masonry structures located within Hovenweep National Monument in the U.S. Southwest.
-
D.
Stockvale Group
Stockvale Group is a British leisure and hospitality company best known for operating the Adventure Island amusement park in Southend-on-Sea.
-
E.
Berkeley Group
Berkeley Group is a major British property development company known for building large-scale residential and mixed-use projects, particularly in London and the South East of England.
- 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: Ranhill Group Triple: [Ranhill Bersekutu, partOf, Ranhill Group]
Generated description
Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ranhill Group Target entity description: Ranhill Group is a Malaysian conglomerate primarily involved in engineering, construction, and utilities, particularly in the water and power sectors.
-
A.
Hylton Group
Hylton Group is a real estate development company known for planning and building large suburban communities such as Dale City in Virginia.
-
B.
Kingsmill Group
Kingsmill Group is the former name for the Kingsmill Islands, a cluster of atolls in the central Pacific Ocean that are now part of Kiribati’s Gilbert Islands.
-
C.
Holly Group
Holly Group is a cluster of ancestral Puebloan ruins and masonry structures located within Hovenweep National Monument in the U.S. Southwest.
-
D.
Stockvale Group
Stockvale Group is a British leisure and hospitality company best known for operating the Adventure Island amusement park in Southend-on-Sea.
-
E.
Berkeley Group
Berkeley Group is a major British property development company known for building large-scale residential and mixed-use projects, particularly in London and the South East of England.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007da7e988190925a9b67b8070bc7 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3f9d308190af5374f0362c62f5 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69feded546688190b931b60a55babcd0 |
completed | May 9, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedf72e6148190afbfbe92ed2ed277 |
completed | May 9, 2026, 7:17 a.m. |
Created at: April 10, 2026, 3:12 a.m.