Triple

T6314204
Position Surface form Disambiguated ID Type / Status
Subject Appalachian State University E141574 entity
Predicate formerName P65 FINISHED
Object Appalachian Training School for Teachers
Appalachian Training School for Teachers was an early 20th-century teacher-training institution in North Carolina that evolved into what is now Appalachian State University.
 E583862 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: Appalachian Training School for Teachers | Statement: [Appalachian State University, formerName, Appalachian Training School for Teachers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Appalachian Training School for Teachers
Context triple: [Appalachian State University, formerName, Appalachian Training School for Teachers]
  • A. Kentucky Normal and Industrial Institute for Colored Persons
    Kentucky Normal and Industrial Institute for Colored Persons was the original name of what is now Kentucky State University, a historically Black public university in Frankfort, Kentucky.
  • B. Warrensburg Teachers College
    Warrensburg Teachers College was a Missouri-based teacher-training institution best known for educating influential self-improvement author and lecturer Dale Carnegie.
  • C. Northern State Normal School
    Northern State Normal School was the original teacher-training institution that later evolved into Northern Michigan University in Marquette, Michigan.
  • D. F. N. Brown School
    F. N. Brown School is a public elementary school serving young students in the Verona, New Jersey community.
  • E. Durham State Normal School
    Durham State Normal School was a teacher-training institution in Durham, North Carolina, that evolved from the National Religious Training School and Chautauqua to focus on preparing educators.
  • 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: Appalachian Training School for Teachers
Triple: [Appalachian State University, formerName, Appalachian Training School for Teachers]
Generated description
Appalachian Training School for Teachers was an early 20th-century teacher-training institution in North Carolina that evolved into what is now Appalachian State University.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Appalachian Training School for Teachers
Target entity description: Appalachian Training School for Teachers was an early 20th-century teacher-training institution in North Carolina that evolved into what is now Appalachian State University.
  • A. Kentucky Normal and Industrial Institute for Colored Persons
    Kentucky Normal and Industrial Institute for Colored Persons was the original name of what is now Kentucky State University, a historically Black public university in Frankfort, Kentucky.
  • B. Warrensburg Teachers College
    Warrensburg Teachers College was a Missouri-based teacher-training institution best known for educating influential self-improvement author and lecturer Dale Carnegie.
  • C. Northern State Normal School
    Northern State Normal School was the original teacher-training institution that later evolved into Northern Michigan University in Marquette, Michigan.
  • D. F. N. Brown School
    F. N. Brown School is a public elementary school serving young students in the Verona, New Jersey community.
  • E. Durham State Normal School
    Durham State Normal School was a teacher-training institution in Durham, North Carolina, that evolved from the National Religious Training School and Chautauqua to focus on preparing educators.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c064a075dc8190acf7ec010cb4b00c completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e46feeec8190bdb39a48c92bacf1 completed March 27, 2026, 1:59 a.m.
NEDg Description generation batch_69c5ee04b2388190b36dc9bb23b4a18a completed March 27, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69c5ee780bb08190a97c90804f9c6b68 completed March 27, 2026, 2:42 a.m.
Created at: March 22, 2026, 4:28 p.m.