Triple

T2259515
Position Surface form Disambiguated ID Type / Status
Subject Firearm Owners Protection Act E50003 entity
Predicate namedFor P63 FINISHED
Object Harold L. Volkmer
Harold L. Volkmer was a longtime Democratic U.S. Representative from Missouri known for his strong advocacy of gun owners’ rights and co-sponsorship of the Firearm Owners Protection Act.
E408954 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: Harold L. Volkmer | Statement: [Firearm Owners Protection Act, namedFor, Harold L. Volkmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Harold L. Volkmer
Context triple: [Firearm Owners Protection Act, namedFor, Harold L. Volkmer]
  • A. Herbert J. Krapp
    Herbert J. Krapp was a prominent early 20th-century American theater architect known for designing many of Broadway’s most famous playhouses.
  • B. Rudolph G. Kopp
    Rudolph G. Kopp was an American film composer and orchestrator active during Hollywood’s Golden Age, known for scoring numerous studio productions.
  • C. Harold G. Koenig
    Harold G. Koenig is an American physician and researcher known for his pioneering work on the relationship between religion, spirituality, and health.
  • D. Max J. Kohler
    Max J. Kohler was a Jewish-American lawyer and historian known for his work on immigration law and the defense of civil and religious liberties in the United States.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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: Harold L. Volkmer
Triple: [Firearm Owners Protection Act, namedFor, Harold L. Volkmer]
Generated description
Harold L. Volkmer was a longtime Democratic U.S. Representative from Missouri known for his strong advocacy of gun owners’ rights and co-sponsorship of the Firearm Owners Protection Act.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Harold L. Volkmer
Target entity description: Harold L. Volkmer was a longtime Democratic U.S. Representative from Missouri known for his strong advocacy of gun owners’ rights and co-sponsorship of the Firearm Owners Protection Act.
  • A. Herbert J. Krapp
    Herbert J. Krapp was a prominent early 20th-century American theater architect known for designing many of Broadway’s most famous playhouses.
  • B. Rudolph G. Kopp
    Rudolph G. Kopp was an American film composer and orchestrator active during Hollywood’s Golden Age, known for scoring numerous studio productions.
  • C. Harold G. Koenig
    Harold G. Koenig is an American physician and researcher known for his pioneering work on the relationship between religion, spirituality, and health.
  • D. Max J. Kohler
    Max J. Kohler was a Jewish-American lawyer and historian known for his work on immigration law and the defense of civil and religious liberties in the United States.
  • E. George A. Bermann
    George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc15ad06c8190b6d0babc17015787 completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b555fb4da0819097ee412c9f745afa completed March 14, 2026, 12:35 p.m.
NEDg Description generation batch_69b55718acb88190a491e9654c1f1b7f completed March 14, 2026, 12:39 p.m.
NED2 Entity disambiguation (via description) batch_69b55785a6b4819083737f26eb5db217 completed March 14, 2026, 12:41 p.m.
Created at: March 4, 2026, 7:48 p.m.