Triple

T12010909
Position Surface form Disambiguated ID Type / Status
Subject Comprehensive Safety Analysis 2010 E285901 entity
Predicate alsoKnownAs P39 FINISHED
Object CSA 2010
CSA 2010 is a U.S. Federal Motor Carrier Safety Administration initiative that overhauled how commercial motor carriers’ safety performance is measured, monitored, and enforced to reduce truck and bus crashes.
E960568 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: CSA 2010 | Statement: [Comprehensive Safety Analysis 2010, alsoKnownAs, CSA 2010]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: CSA 2010
Context triple: [Comprehensive Safety Analysis 2010, alsoKnownAs, CSA 2010]
  • A. CSA
    CSA is the ICAO airline designator used to identify Czech Airlines in international aviation operations.
  • B. CSA
    CSA is an abbreviation that commonly stands for the Combined Statistical Area encompassing the Fayetteville, Lumberton, and Laurinburg regions.
  • C. CSA
    CSA is the common abbreviation for the Controlled Substances Act, the primary U.S. federal law regulating the manufacture, distribution, and use of certain drugs and chemicals.
  • D. CSA
    CSA is the College Squash Association, the governing body that oversees intercollegiate squash competition and regulations in the United States.
  • E. CSA
    CSA is the Canadian Soccer Association, the national governing body responsible for overseeing soccer in Canada, including its youth and senior national teams.
  • 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: CSA 2010
Triple: [Comprehensive Safety Analysis 2010, alsoKnownAs, CSA 2010]
Generated description
CSA 2010 is a U.S. Federal Motor Carrier Safety Administration initiative that overhauled how commercial motor carriers’ safety performance is measured, monitored, and enforced to reduce truck and bus crashes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: CSA 2010
Target entity description: CSA 2010 is a U.S. Federal Motor Carrier Safety Administration initiative that overhauled how commercial motor carriers’ safety performance is measured, monitored, and enforced to reduce truck and bus crashes.
  • A. CSA
    CSA is the ICAO airline designator used to identify Czech Airlines in international aviation operations.
  • B. CSA
    CSA is an abbreviation that commonly stands for the Combined Statistical Area encompassing the Fayetteville, Lumberton, and Laurinburg regions.
  • C. CSA
    CSA is the common abbreviation for the Controlled Substances Act, the primary U.S. federal law regulating the manufacture, distribution, and use of certain drugs and chemicals.
  • D. CSA
    CSA is the College Squash Association, the governing body that oversees intercollegiate squash competition and regulations in the United States.
  • E. CSA
    CSA is the Canadian Soccer Association, the national governing body responsible for overseeing soccer in Canada, including its youth and senior national teams.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d7777481908cd5a001f75e2ee3 completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f48b363c6481908c8414c1eecc14f5 completed May 1, 2026, 11:15 a.m.
NEDg Description generation batch_69f48fc6da4c81908442f18cb4a65b27 completed May 1, 2026, 11:34 a.m.
NED2 Entity disambiguation (via description) batch_69f495cc50908190aab4f8ca64c66ef3 completed May 1, 2026, noon
Created at: April 8, 2026, 9:46 p.m.