Triple

T25782753
Position Surface form Disambiguated ID Type / Status
Subject Public Law 103-322 E649332 entity
Predicate includesTitle P3254 FINISHED
Object Title XI – Firearms provisions
Title XI – Firearms provisions is a section of the 1994 U.S. Violent Crime Control and Law Enforcement Act that established various federal regulations and restrictions related to firearms and gun crimes.
E1693310 NE FINISHED

How this triple was built (2 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: Title XI – Firearms provisions | Statement: [Public Law 103-322, includesTitle, Title XI – Firearms provisions]
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: Title XI – Firearms provisions
Triple: [Public Law 103-322, includesTitle, Title XI – Firearms provisions]
Generated description
Title XI – Firearms provisions is a section of the 1994 U.S. Violent Crime Control and Law Enforcement Act that established various federal regulations and restrictions related to firearms and gun crimes.

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_69e7ab33e9308190afe415dc6f9e8876 completed April 21, 2026, 4:52 p.m.
NER Named-entity recognition batch_69f5fe628ff88190802a8c3d39d06d42 completed May 2, 2026, 1:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a10cc25e33c8190bfda13a0cda830fe completed May 22, 2026, 9:35 p.m.
NEDg Description generation batch_6a10ccedad64819080986fe4cae5a969 completed May 22, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_6a10ce0317348190b9b75259df58a264 completed May 22, 2026, 9:43 p.m.
Created at: April 22, 2026, 5:52 a.m.