Triple

T4500181
Position Surface form Disambiguated ID Type / Status
Subject Regulation NMS E101199 entity
Predicate abbreviation P43 FINISHED
Object Reg NMS
Reg NMS is a set of U.S. Securities and Exchange Commission rules designed to modernize and strengthen the regulation and structure of the national equity securities markets.
E448132 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: Reg NMS | Statement: [Regulation NMS, abbreviation, Reg NMS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reg NMS
Context triple: [Regulation NMS, abbreviation, Reg NMS]
  • A. NSM
    NSM was the stock ticker symbol for National Semiconductor, a former American semiconductor manufacturer known for its analog and mixed-signal integrated circuits.
  • B. Nims
    Nims is a company operating under the Italian coffee brand Lavazza, likely involved in coffee-related products or services within its corporate group.
  • C. NRPC
    NRPC (National Railroad Passenger Corporation) is the U.S. government-owned corporation that operates intercity passenger rail service under the brand name Amtrak.
  • D. NRPC
    NRPC (Notes Remote Procedure Call) is the proprietary network protocol used by IBM/Lotus Notes and Domino servers to enable client-server communication and data replication.
  • E. NSMIA
    NSMIA is a U.S. federal law enacted in 1996 that reallocated regulatory authority between federal and state governments over securities offerings and investment advisers to streamline and modernize securities regulation.
  • 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: Reg NMS
Triple: [Regulation NMS, abbreviation, Reg NMS]
Generated description
Reg NMS is a set of U.S. Securities and Exchange Commission rules designed to modernize and strengthen the regulation and structure of the national equity securities markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reg NMS
Target entity description: Reg NMS is a set of U.S. Securities and Exchange Commission rules designed to modernize and strengthen the regulation and structure of the national equity securities markets.
  • A. NSM
    NSM was the stock ticker symbol for National Semiconductor, a former American semiconductor manufacturer known for its analog and mixed-signal integrated circuits.
  • B. Nims
    Nims is a company operating under the Italian coffee brand Lavazza, likely involved in coffee-related products or services within its corporate group.
  • C. NRPC
    NRPC (National Railroad Passenger Corporation) is the U.S. government-owned corporation that operates intercity passenger rail service under the brand name Amtrak.
  • D. NRPC
    NRPC (Notes Remote Procedure Call) is the proprietary network protocol used by IBM/Lotus Notes and Domino servers to enable client-server communication and data replication.
  • E. NSMIA
    NSMIA is a U.S. federal law enacted in 1996 that reallocated regulatory authority between federal and state governments over securities offerings and investment advisers to streamline and modernize securities regulation.
  • 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_69bd43d175248190894dc58b5b395c26 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd56c4080c8190bd9580c961acaca8 completed March 20, 2026, 2:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69bd6f89114081908adbd8e78d4c8ec4 completed March 20, 2026, 4:02 p.m.
NEDg Description generation batch_69bd71aecafc8190b0815d0308bbcaa9 completed March 20, 2026, 4:11 p.m.
NED2 Entity disambiguation (via description) batch_69bd75f39d788190b9e394050c55f44d completed March 20, 2026, 4:29 p.m.
Created at: March 20, 2026, 1 p.m.