Triple
T29974342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Menteri Besar of Selangor |
E761401
|
entity |
| Predicate | officeHoldersInclude |
P537
|
FINISHED |
| Object |
Datuk Seri Dr. Mohamad Khir Toyo
Datuk Seri Dr. Mohamad Khir Toyo is a Malaysian politician and former chief executive of the state of Selangor, known for his tenure in state leadership and subsequent high-profile corruption case.
|
E1898927
|
NE FINISHED |
How this triple was built (2 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: Datuk Seri Dr. Mohamad Khir Toyo | Statement: [Menteri Besar of Selangor, officeHoldersInclude, Datuk Seri Dr. Mohamad Khir Toyo]
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: Datuk Seri Dr. Mohamad Khir Toyo Triple: [Menteri Besar of Selangor, officeHoldersInclude, Datuk Seri Dr. Mohamad Khir Toyo]
Generated description
Datuk Seri Dr. Mohamad Khir Toyo is a Malaysian politician and former chief executive of the state of Selangor, known for his tenure in state leadership and subsequent high-profile corruption case.
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_69f22467626081908d5afea489590e96 |
completed | April 29, 2026, 3:31 p.m. |
| NER | Named-entity recognition | batch_69f678d33d608190b99968770d761048 |
completed | May 2, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a274306b99c8190b9427309f107cc9d |
completed | June 8, 2026, 10:32 p.m. |
| NEDg | Description generation | batch_6a274402537c8190ade00dfc5d92e722 |
completed | June 8, 2026, 10:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a2744eb21688190939820a2659d99c5 |
completed | June 8, 2026, 10:40 p.m. |
Created at: April 29, 2026, 6:33 p.m.