Triple

T16145972
Position Surface form Disambiguated ID Type / Status
Subject Talton Higbee Embry E391780 entity
Predicate hasGivenName P17 FINISHED
Object Talton
Talton is a given name most notably borne by Talton Higbee Embry, an early American aviation pioneer and co-founder of what became American Airlines.
 E1197272 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: Talton | Statement: [Talton Higbee Embry, hasGivenName, Talton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Talton
Context triple: [Talton Higbee Embry, hasGivenName, Talton]
  • A. Littondale
    Littondale is a scenic side valley of the Yorkshire Dales in North Yorkshire, England, known for its traditional villages, limestone scenery, and tranquil rural character.
  • B. Ticknall
    Ticknall is a historic rural village in Derbyshire, England, known for its former lime industry, picturesque countryside, and proximity to Calke Abbey.
  • C. Tealby
    Tealby is a picturesque rural village in eastern England, known for its traditional stone cottages and scenic setting within the Lincolnshire countryside.
  • D. Turkleton
    Turkleton is a humorous mispronunciation-based nickname given to Dr. Christopher Turk, a main character on the medical comedy series "Scrubs."
  • E. Thankerton
    Thankerton is a small village in South Lanarkshire, Scotland, situated within the historic district of Clydesdale.
  • 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: Talton
Triple: [Talton Higbee Embry, hasGivenName, Talton]
Generated description
Talton is a given name most notably borne by Talton Higbee Embry, an early American aviation pioneer and co-founder of what became American Airlines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Talton
Target entity description: Talton is a given name most notably borne by Talton Higbee Embry, an early American aviation pioneer and co-founder of what became American Airlines.
  • A. Littondale
    Littondale is a scenic side valley of the Yorkshire Dales in North Yorkshire, England, known for its traditional villages, limestone scenery, and tranquil rural character.
  • B. Ticknall
    Ticknall is a historic rural village in Derbyshire, England, known for its former lime industry, picturesque countryside, and proximity to Calke Abbey.
  • C. Tealby
    Tealby is a picturesque rural village in eastern England, known for its traditional stone cottages and scenic setting within the Lincolnshire countryside.
  • D. Turkleton
    Turkleton is a humorous mispronunciation-based nickname given to Dr. Christopher Turk, a main character on the medical comedy series "Scrubs."
  • E. Thankerton
    Thankerton is a small village in South Lanarkshire, Scotland, situated within the historic district of Clydesdale.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21d9376fc8190bd9ef586b00c1d3b completed April 17, 2026, 11:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7a59c0481908eb346efaf10a0f6 completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff8cc75b08190a5824dc35b751f93 completed May 10, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fff98b3d7c8190bb284321d17f58e2 completed May 10, 2026, 3:20 a.m.
Created at: April 10, 2026, 5:01 a.m.