Triple

T12445403
Position Surface form Disambiguated ID Type / Status
Subject Protection of Lawful Commerce in Arms Act E297384 entity
Predicate shortName P43 FINISHED
Object PLCAA
The PLCAA is a U.S. federal law that largely shields gun manufacturers and dealers from civil liability when their legally sold firearms are later used in crimes.
 E985099 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: PLCAA | Statement: [Protection of Lawful Commerce in Arms Act, shortName, PLCAA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: PLCAA
Context triple: [Protection of Lawful Commerce in Arms Act, shortName, PLCAA]
  • A. PCAA
    PCAA is the abbreviation for the Pacific Coast Athletic Association, a former NCAA Division I collegiate athletic conference primarily based on the West Coast of the United States.
  • B. PCAA
    PCAA is the abbreviation for the Pakistan Civil Aviation Authority, the government body responsible for regulating and overseeing civil aviation in Pakistan.
  • C. CAA
    CAA is a collegiate athletic conference in the United States that sponsors competition in numerous NCAA Division I sports.
  • D. CAA
    The CAA is the United Kingdom’s independent civil aviation regulator responsible for overseeing air safety, consumer protection, and the economic regulation of airlines and airports.
  • E. CAA
    CAA is Japan’s national Consumer Affairs Agency responsible for protecting and promoting consumer rights and safety.
  • 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: PLCAA
Triple: [Protection of Lawful Commerce in Arms Act, shortName, PLCAA]
Generated description
The PLCAA is a U.S. federal law that largely shields gun manufacturers and dealers from civil liability when their legally sold firearms are later used in crimes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: PLCAA
Target entity description: The PLCAA is a U.S. federal law that largely shields gun manufacturers and dealers from civil liability when their legally sold firearms are later used in crimes.
  • A. PCAA
    PCAA is the abbreviation for the Pacific Coast Athletic Association, a former NCAA Division I collegiate athletic conference primarily based on the West Coast of the United States.
  • B. PCAA
    PCAA is the abbreviation for the Pakistan Civil Aviation Authority, the government body responsible for regulating and overseeing civil aviation in Pakistan.
  • C. CAA
    CAA is a collegiate athletic conference in the United States that sponsors competition in numerous NCAA Division I sports.
  • D. CAA
    The CAA is the United Kingdom’s independent civil aviation regulator responsible for overseeing air safety, consumer protection, and the economic regulation of airlines and airports.
  • E. CAA
    CAA is Japan’s national Consumer Affairs Agency responsible for protecting and promoting consumer rights and safety.
  • 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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d90f18c819083a36ff4b9be4a20 completed April 10, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f132d048190b58a8381bdc74cad completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f6415f11d88190a9f77eb1890f76ef completed May 2, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69f64231606481909b8dd9d878670a6c completed May 2, 2026, 6:28 p.m.
Created at: April 8, 2026, 9:55 p.m.