Triple

T4479629
Position Surface form Disambiguated ID Type / Status
Subject Bass Lake E100096 entity
Predicate city P40 FINISHED
Object Holly Springs
Holly Springs is a rapidly growing suburban town in North Carolina known for its family-friendly neighborhoods, parks, and proximity to the Research Triangle region.
 E15046 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: Holly Springs | Statement: [Bass Lake, city, Holly Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Holly Springs
Context triple: [Bass Lake, city, Holly Springs]
  • A. Holly Springs
    Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
  • B. Trinityville
    Trinityville is a rural community located in the parish of St. Thomas in eastern Jamaica.
  • C. Jonesboro
    Jonesboro is a small city in Clayton County, Georgia, known for its historic downtown and ties to the "Gone with the Wind" legacy.
  • D. Lime Springs
    Lime Springs is a small city in Howard County, Iowa, known for its rural community character and location near the Upper Iowa River in the northeastern part of the state.
  • E. Rolesville
    Rolesville is a small but rapidly growing town in Wake County, North Carolina, situated within the greater Research Triangle metropolitan region.
  • 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: Holly Springs
Triple: [Bass Lake, city, Holly Springs]
Generated description
Holly Springs is a rapidly growing suburban town in North Carolina known for its family-friendly neighborhoods, parks, and proximity to the Research Triangle region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Holly Springs
Target entity description: Holly Springs is a rapidly growing suburban town in North Carolina known for its family-friendly neighborhoods, parks, and proximity to the Research Triangle region.
  • A. Holly Springs chosen
    Holly Springs is a suburban town in North Carolina known for its rapid growth, family-friendly communities, and proximity to the Research Triangle’s technology and research hubs.
  • B. Trinityville
    Trinityville is a rural community located in the parish of St. Thomas in eastern Jamaica.
  • C. Jonesboro
    Jonesboro is a small city in Clayton County, Georgia, known for its historic downtown and ties to the "Gone with the Wind" legacy.
  • D. Lime Springs
    Lime Springs is a small city in Howard County, Iowa, known for its rural community character and location near the Upper Iowa River in the northeastern part of the state.
  • E. Rolesville
    Rolesville is a small but rapidly growing town in Wake County, North Carolina, situated within the greater Research Triangle metropolitan region.
  • F. None of above.

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_69b34553cbe48190afa8ac1cac285b86 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b356db0a008190ad39b68efc095b8d completed March 13, 2026, 12:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69b63776ae008190a7668cddf1a42df3 completed March 15, 2026, 4:37 a.m.
NEDg Description generation batch_69b63823c30c8190af727acae00da9d3 completed March 15, 2026, 4:40 a.m.
NED2 Entity disambiguation (via description) batch_69b638a398f88190bd0f041e9494aeba completed March 15, 2026, 4:42 a.m.
Created at: March 12, 2026, 11:35 p.m.