Triple

T22118429
Position Surface form Disambiguated ID Type / Status
Subject Non-constituency Member of Parliament scheme E546598 entity
Predicate languageVariant P5595 FINISHED
Object NCMP scheme
The NCMP scheme is a political system in Singapore that guarantees a minimum opposition presence in Parliament by allowing certain losing opposition candidates with the highest vote shares to take up non-constituency seats.
E1519497 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: NCMP scheme | Statement: [Non-constituency Member of Parliament scheme, languageVariant, NCMP scheme]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NCMP scheme
Context triple: [Non-constituency Member of Parliament scheme, languageVariant, NCMP scheme]
  • A. NSMP
    NSMP is an energy infrastructure company that operates natural gas processing and transportation facilities in the North Sea region.
  • B. cmnp
    cmnp is the ISO 639-6 code representing the Central Plains Mandarin variety of the Chinese language.
  • C. NMP
    NMP is the three-letter National Rail station code assigned to Northampton railway station in Northampton, England.
  • D. NCP
    NCP is the commonly used abbreviation for the National Contingency Plan, the U.S. federal framework for responding to oil spills and hazardous substance releases.
  • E. NCP
    NCP (Network Control Protocol) was an early host-to-host communication protocol suite that enabled data exchange between computers on the ARPANET before the adoption of TCP/IP.
  • 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: NCMP scheme
Triple: [Non-constituency Member of Parliament scheme, languageVariant, NCMP scheme]
Generated description
The NCMP scheme is a political system in Singapore that guarantees a minimum opposition presence in Parliament by allowing certain losing opposition candidates with the highest vote shares to take up non-constituency seats.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NCMP scheme
Target entity description: The NCMP scheme is a political system in Singapore that guarantees a minimum opposition presence in Parliament by allowing certain losing opposition candidates with the highest vote shares to take up non-constituency seats.
  • A. NSMP
    NSMP is an energy infrastructure company that operates natural gas processing and transportation facilities in the North Sea region.
  • B. cmnp
    cmnp is the ISO 639-6 code representing the Central Plains Mandarin variety of the Chinese language.
  • C. NMP
    NMP is the three-letter National Rail station code assigned to Northampton railway station in Northampton, England.
  • D. NCP
    NCP is the commonly used abbreviation for the National Contingency Plan, the U.S. federal framework for responding to oil spills and hazardous substance releases.
  • E. NCP
    NCP is a prominent Indian political party founded in 1999, primarily influential in the state of Maharashtra and known for its centrist and secular ideology.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294fcf2c81909b610e03a0f1921f completed April 28, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f1d3ba081909e9ba0fd165449a5 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a910348ac81909a2b3f5662971e2e completed May 18, 2026, 4:09 a.m.
NED2 Entity disambiguation (via description) batch_6a0a91867738819092e49aa8a74cc20b completed May 18, 2026, 4:11 a.m.
Created at: April 16, 2026, 8:31 p.m.