Triple
T13443040
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zhejiang Geely Holding Group |
E320412
|
entity |
| Predicate | owns |
P347
|
FINISHED |
| Object |
Proton Holdings
Proton Holdings is a Malaysian automotive company best known for producing Proton-branded vehicles and serving as one of Malaysia’s national car manufacturers.
|
E1041731
|
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: Proton Holdings | Statement: [Zhejiang Geely Holding Group, owns, Proton Holdings]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Proton Holdings Context triple: [Zhejiang Geely Holding Group, owns, Proton Holdings]
-
A.
Penske Corporation
Penske Corporation is a diversified global transportation services company involved in truck leasing, logistics, automotive retail, and motorsports, founded and led by Roger Penske.
-
B.
Seven Group Holdings
Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
-
C.
Kingdom Holding Company
Kingdom Holding Company is a Saudi Arabian investment conglomerate chaired by Prince Alwaleed bin Talal, known for its global portfolio spanning real estate, banking, hospitality, and media.
-
D.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
E.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
- 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: Proton Holdings Triple: [Zhejiang Geely Holding Group, owns, Proton Holdings]
Generated description
Proton Holdings is a Malaysian automotive company best known for producing Proton-branded vehicles and serving as one of Malaysia’s national car manufacturers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Proton Holdings Target entity description: Proton Holdings is a Malaysian automotive company best known for producing Proton-branded vehicles and serving as one of Malaysia’s national car manufacturers.
-
A.
Penske Corporation
Penske Corporation is a diversified global transportation services company involved in truck leasing, logistics, automotive retail, and motorsports, founded and led by Roger Penske.
-
B.
Seven Group Holdings
Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
-
C.
Kingdom Holding Company
Kingdom Holding Company is a Saudi Arabian investment conglomerate chaired by Prince Alwaleed bin Talal, known for its global portfolio spanning real estate, banking, hospitality, and media.
-
D.
HSB Group
HSB Group is a financial services company best known for providing banking and insurance solutions under the HSB brand.
-
E.
Portman Holdings
Portman Holdings is a real estate development and investment firm known for creating and managing large-scale mixed-use and hospitality properties worldwide.
- 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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee881888190811ddf01bc699864 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f739965ef081909e85881ce805bbb5 |
completed | May 3, 2026, 12:03 p.m. |
| NEDg | Description generation | batch_69f740e536d48190af369b38aa42438d |
completed | May 3, 2026, 12:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f741b72d08819087808bf9bcffa0a1 |
completed | May 3, 2026, 12:38 p.m. |
Created at: April 9, 2026, 9:40 p.m.