Triple

T14652639
Position Surface form Disambiguated ID Type / Status
Subject LegCo (informal) E344026 entity
Predicate memberTitle P1648 FINISHED
Object MLC
MLC stands for Member of the Legislative Council, a title used for elected or appointed representatives serving in a legislative council in various parliamentary systems.
 E1111971 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: MLC | Statement: [LegCo (informal), memberTitle, MLC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: MLC
Context triple: [LegCo (informal), memberTitle, MLC]
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MLC
    MLC is a Congolese political party and former rebel group that played a major role in the Second Congo War and subsequent politics of the Democratic Republic of the Congo.
  • C. MLC
    MLC is a private Lutheran college in New Ulm, Minnesota, that primarily prepares students for careers in Christian ministry and education.
  • D. MLC 2006
    MLC 2006 is an international maritime labor convention that sets comprehensive minimum standards for the working and living conditions of seafarers worldwide.
  • E. MLC Limited
    MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
  • 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: MLC
Triple: [LegCo (informal), memberTitle, MLC]
Generated description
MLC stands for Member of the Legislative Council, a title used for elected or appointed representatives serving in a legislative council in various parliamentary systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: MLC
Target entity description: MLC stands for Member of the Legislative Council, a title used for elected or appointed representatives serving in a legislative council in various parliamentary systems.
  • A. MLC
    MLC is the upper house of the bicameral legislature of the Indian state of Maharashtra, responsible for reviewing and passing state legislation.
  • B. MLC
    MLC is a Congolese political party and former rebel group that played a major role in the Second Congo War and subsequent politics of the Democratic Republic of the Congo.
  • C. MLC
    MLC is a private Lutheran college in New Ulm, Minnesota, that primarily prepares students for careers in Christian ministry and education.
  • D. MLC 2006
    MLC 2006 is an international maritime labor convention that sets comprehensive minimum standards for the working and living conditions of seafarers worldwide.
  • E. MLC Limited
    MLC Limited is a major Australian wealth management and insurance company that provides investment, superannuation, and financial advice services.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb517e7648190b9fc73d6cdbb68de completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5db85648190b0e5b1c0827fa9f4 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd6ed699c8190919677dcdf2d24d9 completed May 8, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69fdd79198108190a3e640eca97b082b completed May 8, 2026, 12:31 p.m.
Created at: April 10, 2026, 1:27 a.m.