Triple

T4394509
Position Surface form Disambiguated ID Type / Status
Subject Lofton R. Henderson E99451 entity
Predicate givenName P17 FINISHED
Object Lofton
Lofton is a masculine given name, most notably borne by Lofton R. Henderson, a U.S. Navy aviator killed at the Battle of Midway in World War II.
 E436636 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: Lofton | Statement: [Lofton R. Henderson, givenName, Lofton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lofton
Context triple: [Lofton R. Henderson, givenName, Lofton]
  • A. Thomasville
    Thomasville is a small city in southern Georgia known for its historic downtown, Victorian architecture, and annual Rose Show and Festival.
  • B. Maynardville
    Maynardville is a small city in Union County, Tennessee, known as the county seat and part of the greater Knoxville metropolitan region.
  • C. Mauldin
    Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
  • D. Mauldin
    Mauldin is the surname of American music producer, songwriter, and record executive Jermaine Dupri.
  • E. Gaineswood
    Gaineswood is a historic 19th-century Greek Revival plantation house and National Historic Landmark located in Demopolis, Alabama.
  • 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: Lofton
Triple: [Lofton R. Henderson, givenName, Lofton]
Generated description
Lofton is a masculine given name, most notably borne by Lofton R. Henderson, a U.S. Navy aviator killed at the Battle of Midway in World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lofton
Target entity description: Lofton is a masculine given name, most notably borne by Lofton R. Henderson, a U.S. Navy aviator killed at the Battle of Midway in World War II.
  • A. Thomasville
    Thomasville is a small city in southern Georgia known for its historic downtown, Victorian architecture, and annual Rose Show and Festival.
  • B. Maynardville
    Maynardville is a small city in Union County, Tennessee, known as the county seat and part of the greater Knoxville metropolitan region.
  • C. Mauldin
    Mauldin is a city in South Carolina, United States, known as a suburban community within the Greenville metropolitan area.
  • D. Mauldin
    Mauldin is the surname of American music producer, songwriter, and record executive Jermaine Dupri.
  • E. Gaineswood
    Gaineswood is a historic 19th-century Greek Revival plantation house and National Historic Landmark located in Demopolis, Alabama.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352a9c8b88190a7894a40be4996f0 completed March 12, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e536e1848190a2517ab351adfe48 completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5eeaf35348190a1611f5b04baed1f completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef5c7e0c819080b0e8914dcd6568 completed March 14, 2026, 11:29 p.m.
Created at: March 12, 2026, 11:20 p.m.