Triple

T22588426
Position Surface form Disambiguated ID Type / Status
Subject Hazlehurst, Georgia E564865 entity
Predicate hasMiddleSchool P113 FINISHED
Object Jeff Davis Middle School
Jeff Davis Middle School is a public middle school serving students in the Hazlehurst, Georgia area as part of the local Jeff Davis County school system.
 E1546479 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: Jeff Davis Middle School | Statement: [Hazlehurst, Georgia, hasMiddleSchool, Jeff Davis Middle School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Jeff Davis Middle School
Context triple: [Hazlehurst, Georgia, hasMiddleSchool, Jeff Davis Middle School]
  • A. Jeff Davis High School
    Jeff Davis High School is a public secondary school serving students in the Hazlehurst, Georgia area.
  • B. A.B. Davis High School
    A.B. Davis High School is a public secondary school in Mount Vernon, New York, known in part for having television personality Dick Clark among its alumni.
  • C. North Davis Junior High School
    North Davis Junior High School is a public middle-level school serving students in the Clearfield, Utah area.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Wood Middle School
    Wood Middle School is a public middle school located in Alameda, California, serving students in grades 6–8 within the Alameda 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: Jeff Davis Middle School
Triple: [Hazlehurst, Georgia, hasMiddleSchool, Jeff Davis Middle School]
Generated description
Jeff Davis Middle School is a public middle school serving students in the Hazlehurst, Georgia area as part of the local Jeff Davis County school system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Jeff Davis Middle School
Target entity description: Jeff Davis Middle School is a public middle school serving students in the Hazlehurst, Georgia area as part of the local Jeff Davis County school system.
  • A. Jeff Davis High School
    Jeff Davis High School is a public secondary school serving students in the Hazlehurst, Georgia area.
  • B. A.B. Davis High School
    A.B. Davis High School is a public secondary school in Mount Vernon, New York, known in part for having television personality Dick Clark among its alumni.
  • C. North Davis Junior High School
    North Davis Junior High School is a public middle-level school serving students in the Clearfield, Utah area.
  • D. Stone Middle School
    Stone Middle School is a public middle school serving students in the Centreville area.
  • E. Wood Middle School
    Wood Middle School is a public middle school located in Alameda, California, serving students in grades 6–8 within the Alameda 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_69e245836014819091b91ed3074742a3 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f1615ea5bc8190b7760cd0de9669dd completed April 29, 2026, 1:39 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b4df377bc819081af889a14887884 completed May 18, 2026, 5:35 p.m.
NEDg Description generation batch_6a0b51e5b7a0819098f9b93051c27ca2 completed May 18, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_6a0b529631048190ae49bb7ca38d669e completed May 18, 2026, 5:55 p.m.
Created at: April 17, 2026, 2:47 p.m.