Triple

T2082969
Position Surface form Disambiguated ID Type / Status
Subject Louise Slaughter E45284 entity
Predicate placeOfBirth P1 FINISHED
Object Lynch, Kentucky, United States
Lynch, Kentucky, United States, is a small former coal-mining town in Harlan County known for its historic role in the Appalachian coal industry.
E232261 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: Lynch, Kentucky, United States | Statement: [Louise Slaughter, placeOfBirth, Lynch, Kentucky, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lynch, Kentucky, United States
Context triple: [Louise Slaughter, placeOfBirth, Lynch, Kentucky, United States]
  • A. Lincoln Ridge, Kentucky, United States
    Lincoln Ridge, Kentucky, United States, is a small rural community best known as the birthplace of prominent civil rights leader and educator Whitney Young.
  • B. Pikeville, Kentucky, United States
    Pikeville, Kentucky, United States, is a small city in the Appalachian region known for its coal-mining heritage and as the birthplace of country musician Dwight Yoakam.
  • C. Springfield, Kentucky, United States
    Springfield, Kentucky, United States, is a small city in central Kentucky known as the birthplace of former NFL quarterback and broadcaster Phil Simms.
  • D. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • E. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • 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: Lynch, Kentucky, United States
Triple: [Louise Slaughter, placeOfBirth, Lynch, Kentucky, United States]
Generated description
Lynch, Kentucky, United States, is a small former coal-mining town in Harlan County known for its historic role in the Appalachian coal industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lynch, Kentucky, United States
Target entity description: Lynch, Kentucky, United States, is a small former coal-mining town in Harlan County known for its historic role in the Appalachian coal industry.
  • A. Lincoln Ridge, Kentucky, United States
    Lincoln Ridge, Kentucky, United States, is a small rural community best known as the birthplace of prominent civil rights leader and educator Whitney Young.
  • B. Pikeville, Kentucky, United States
    Pikeville, Kentucky, United States, is a small city in the Appalachian region known for its coal-mining heritage and as the birthplace of country musician Dwight Yoakam.
  • C. Springfield, Kentucky, United States
    Springfield, Kentucky, United States, is a small city in central Kentucky known as the birthplace of former NFL quarterback and broadcaster Phil Simms.
  • D. Muldraugh, Kentucky
    Muldraugh, Kentucky is a small city in north-central Kentucky known for its proximity to Fort Knox and its location along U.S. Route 31W.
  • E. Jenkins, Kentucky
    Jenkins, Kentucky is a small coal-mining town in Letcher County in eastern Kentucky, historically tied to the Appalachian coal industry.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.