Triple

T7992399
Position Surface form Disambiguated ID Type / Status
Subject Michael Badnarik E186039 entity
Predicate education P5 FINISHED
Object Hammond High School
Hammond High School is a secondary school in Hammond, Indiana, notable as the alma mater of 2004 Libertarian U.S. presidential candidate Michael Badnarik.
 E703714 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: Hammond High School | Statement: [Michael Badnarik, education, Hammond High School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hammond High School
Context triple: [Michael Badnarik, education, Hammond High School]
  • A. Pontiac High School
    Pontiac High School is a public secondary school serving students in the city of Pontiac, Michigan.
  • B. Madison High School
    Madison High School is a public secondary school serving students from Florham Park and surrounding communities in New Jersey.
  • C. Michigan City High School
    Michigan City High School is a public secondary school serving students in grades 9–12 in Michigan City, Indiana.
  • D. Hannibal High School
    Hannibal High School is a public secondary school serving students in the city of Hannibal, Missouri.
  • E. Washington High School
    Washington High School is a public secondary school in California that serves students in the Fremont Unified School District.
  • 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: Hammond High School
Triple: [Michael Badnarik, education, Hammond High School]
Generated description
Hammond High School is a secondary school in Hammond, Indiana, notable as the alma mater of 2004 Libertarian U.S. presidential candidate Michael Badnarik.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hammond High School
Target entity description: Hammond High School is a secondary school in Hammond, Indiana, notable as the alma mater of 2004 Libertarian U.S. presidential candidate Michael Badnarik.
  • A. Pontiac High School
    Pontiac High School is a public secondary school serving students in the city of Pontiac, Michigan.
  • B. Madison High School
    Madison High School is a public secondary school serving students from Florham Park and surrounding communities in New Jersey.
  • C. Michigan City High School
    Michigan City High School is a public secondary school serving students in grades 9–12 in Michigan City, Indiana.
  • D. Hannibal High School
    Hannibal High School is a public secondary school serving students in the city of Hannibal, Missouri.
  • E. Washington High School
    Washington High School is a public secondary school in California that serves students in the Fremont Unified School District.
  • 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_69ca829c6c308190ab05b43d234c52b2 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c712d0481908d163d2509d054fa completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0fe312c81908c6874fa0aabe7d5 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe440a66c8190a5d5b417fb5082b7 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc338a1c48819086ece073e04e8fa6 completed March 31, 2026, 8:50 p.m.
Created at: March 30, 2026, 5:16 p.m.