Triple

T1808448
Position Surface form Disambiguated ID Type / Status
Subject Service-Disabled Veteran-Owned Small Business Program E40274 entity
Predicate legalBasis P125 FINISHED
Object Public Law 106-50
Public Law 106-50 is a U.S. federal statute enacted in 1999 to expand and strengthen federal contracting and business development opportunities for service-disabled veteran-owned small businesses.
E208753 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: Public Law 106-50 | Statement: [Service-Disabled Veteran-Owned Small Business Program, legalBasis, Public Law 106-50]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Law 106-50
Context triple: [Service-Disabled Veteran-Owned Small Business Program, legalBasis, Public Law 106-50]
  • A. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • B. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • C. Public Law 106-386
    Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
  • D. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • E. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • 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: Public Law 106-50
Triple: [Service-Disabled Veteran-Owned Small Business Program, legalBasis, Public Law 106-50]
Generated description
Public Law 106-50 is a U.S. federal statute enacted in 1999 to expand and strengthen federal contracting and business development opportunities for service-disabled veteran-owned small businesses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Law 106-50
Target entity description: Public Law 106-50 is a U.S. federal statute enacted in 1999 to expand and strengthen federal contracting and business development opportunities for service-disabled veteran-owned small businesses.
  • A. Public Law 106-274
    Public Law 106-274 is a U.S. federal statute enacted in 2000 that protects religious freedom in land use regulations and for individuals in institutions such as prisons and mental health facilities.
  • B. Public Law 107-56
    Public Law 107-56 is the formal designation of the USA PATRIOT Act, a 2001 U.S. federal law that significantly expanded government surveillance and counterterrorism powers following the September 11 attacks.
  • C. Public Law 106-386
    Public Law 106-386 is a landmark U.S. federal statute enacted in 2000 that established comprehensive measures to prevent human trafficking, protect trafficking victims, and prosecute traffickers.
  • D. Public Law 102-166
    Public Law 102-166 is the formal designation of the Civil Rights Act of 1991, a U.S. federal law that strengthened and expanded protections against employment discrimination.
  • E. Public Law 107-306
    Public Law 107-306 is the U.S. federal statute enacted in 2002 that, among other intelligence reforms, created the 9/11 Commission to investigate the terrorist attacks of September 11, 2001.
  • 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_69a88643a3388190a612f2ebe1fb29e7 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa6599f35c8190aefd20773365fdcf completed March 6, 2026, 5:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1bd5f68819080a4fe06e3e1f76d completed March 8, 2026, 7:45 p.m.
NEDg Description generation batch_69add229de448190826bbb668c7611a0 completed March 8, 2026, 7:46 p.m.
NED2 Entity disambiguation (via description) batch_69add29e3c50819098ff87d254c25c45 completed March 8, 2026, 7:48 p.m.
Created at: March 4, 2026, 7:32 p.m.