Triple

T9623324
Position Surface form Disambiguated ID Type / Status
Subject Emily Hughes E232396 entity
Predicate relative P37 FINISHED
Object Timothy Hughes
Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
E826372 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: Timothy Hughes | Statement: [Emily Hughes, relative, Timothy Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Timothy Hughes
Context triple: [Emily Hughes, relative, Timothy Hughes]
  • A. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • B. Timothy Arthur
    Timothy Arthur, often known as T. S. Arthur, was a 19th-century American author and temperance advocate best known for his moralistic tales such as "Ten Nights in a Bar-Room and What I Saw There."
  • C. Gregory Hutchinson
    Gregory Hutchinson is an acclaimed American jazz drummer known for his dynamic, versatile playing and collaborations with many leading contemporary jazz artists.
  • D. Timothy Carlton
    Timothy Carlton is an English actor known for his extensive work in British television, film, and theatre, and as the father of actor Benedict Cumberbatch.
  • E. Timothy Hackworth
    Timothy Hackworth was a pioneering 19th-century English steam locomotive engineer who played a key role in the early development of railway technology.
  • 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: Timothy Hughes
Triple: [Emily Hughes, relative, Timothy Hughes]
Generated description
Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Timothy Hughes
Target entity description: Timothy Hughes is a relatively common personal name that may refer to multiple individuals across different fields, including politics, religion, and the arts.
  • A. Jimmy Hughes
    Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
  • B. Timothy Arthur
    Timothy Arthur, often known as T. S. Arthur, was a 19th-century American author and temperance advocate best known for his moralistic tales such as "Ten Nights in a Bar-Room and What I Saw There."
  • C. Gregory Hutchinson
    Gregory Hutchinson is an acclaimed American jazz drummer known for his dynamic, versatile playing and collaborations with many leading contemporary jazz artists.
  • D. Timothy Carlton
    Timothy Carlton is an English actor known for his extensive work in British television, film, and theatre, and as the father of actor Benedict Cumberbatch.
  • E. Timothy Hackworth
    Timothy Hackworth was a pioneering 19th-century English steam locomotive engineer who played a key role in the early development of railway technology.
  • 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_69ca848793ec8190a93a12383a754dc0 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9ad650a4819096258665bc3f410b completed April 1, 2026, 10:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1e3f04358819098b2cef9272cbc19 completed April 5, 2026, 4:24 a.m.
NEDg Description generation batch_69d1e6372cec8190b7d6b32da197d89c completed April 5, 2026, 4:33 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:10 p.m.