Triple
T23357464
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Li Ka-shing |
E593087
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Cheung Kong Industries
Cheung Kong Industries is a major Hong Kong-based conglomerate that grew from a plastics manufacturing business into a diversified empire spanning property development, infrastructure, and various global investments.
|
E1582218
|
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: Cheung Kong Industries | Statement: [Li Ka-shing, founded, Cheung Kong Industries]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheung Kong Industries Context triple: [Li Ka-shing, founded, Cheung Kong Industries]
-
A.
Hang Lung Group
Hang Lung Group is a Hong Kong-based property investment and development company known for owning and managing major commercial real estate projects in Hong Kong and mainland China.
-
B.
Kai Tak Investment Company
Kai Tak Investment Company was a Hong Kong-based firm whose involvement in early land development and aviation projects led to the city’s former international airport bearing its name.
-
C.
Swire Pacific
Swire Pacific is a Hong Kong-based diversified conglomerate with major interests in aviation, property, beverages, and trading and industrial businesses.
-
D.
Hongkong Land
Hongkong Land is a major Hong Kong-based property investment, management, and development company known for its large portfolio of prime commercial and retail real estate across Asia.
-
E.
Swire
Swire is a surname most prominently associated with Rob Swire, the Australian musician, producer, and frontman of the electronic rock band Pendulum and the duo Knife Party.
- 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: Cheung Kong Industries Triple: [Li Ka-shing, founded, Cheung Kong Industries]
Generated description
Cheung Kong Industries is a major Hong Kong-based conglomerate that grew from a plastics manufacturing business into a diversified empire spanning property development, infrastructure, and various global investments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheung Kong Industries Target entity description: Cheung Kong Industries is a major Hong Kong-based conglomerate that grew from a plastics manufacturing business into a diversified empire spanning property development, infrastructure, and various global investments.
-
A.
Hang Lung Group
Hang Lung Group is a Hong Kong-based property investment and development company known for owning and managing major commercial real estate projects in Hong Kong and mainland China.
-
B.
Kai Tak Investment Company
Kai Tak Investment Company was a Hong Kong-based firm whose involvement in early land development and aviation projects led to the city’s former international airport bearing its name.
-
C.
Swire Pacific
Swire Pacific is a Hong Kong-based diversified conglomerate with major interests in aviation, property, beverages, and trading and industrial businesses.
-
D.
Hongkong Land
Hongkong Land is a major Hong Kong-based property investment, management, and development company known for its large portfolio of prime commercial and retail real estate across Asia.
-
E.
Swire
Swire is a surname most prominently associated with Rob Swire, the Australian musician, producer, and frontman of the electronic rock band Pendulum and the duo Knife Party.
- 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_69e25d24d2a4819092e6ede74c2a918d |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19a18996c81909c7ad15cde616553 |
completed | April 29, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c5dd1c02c8190bf474938083d8ae3 |
completed | May 19, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_6a0c5e7eb7b481908b3cece1823cf785 |
completed | May 19, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c5eef81e48190b62da26fb8d65223 |
completed | May 19, 2026, 1 p.m. |
Created at: April 17, 2026, 5:28 p.m.