Triple

T5107943
Position Surface form Disambiguated ID Type / Status
Subject Twiggs County E115143 entity
Predicate namedFor P63 FINISHED
Object John Twiggs
John Twiggs was an American Revolutionary War officer and Georgia militia leader after whom Twiggs County, Georgia, is named.
 E493599 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: John Twiggs | Statement: [Twiggs County, namedFor, John Twiggs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Twiggs
Context triple: [Twiggs County, namedFor, John Twiggs]
  • A. Harry Robbins
    Harry Robbins "H. R." Haldeman was an American political aide who served as White House Chief of Staff to President Richard Nixon and became a central figure in the Watergate scandal.
  • B. Gene Milford
    Gene Milford was an American film editor known for his work on numerous classic Hollywood films across several decades.
  • C. George Stevens Hamilton
    George Stevens Hamilton is an American film and television actor known for his debonair persona, perpetual tan, and roles in movies such as "Love at First Bite" and "The Godfather Part III."
  • D. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • E. John Bailey
    John Bailey is an American cinematographer renowned for his work on numerous acclaimed films, including the classic comedy "Groundhog Day."
  • 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: John Twiggs
Triple: [Twiggs County, namedFor, John Twiggs]
Generated description
John Twiggs was an American Revolutionary War officer and Georgia militia leader after whom Twiggs County, Georgia, is named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Twiggs
Target entity description: John Twiggs was an American Revolutionary War officer and Georgia militia leader after whom Twiggs County, Georgia, is named.
  • A. Harry Robbins
    Harry Robbins "H. R." Haldeman was an American political aide who served as White House Chief of Staff to President Richard Nixon and became a central figure in the Watergate scandal.
  • B. Gene Milford
    Gene Milford was an American film editor known for his work on numerous classic Hollywood films across several decades.
  • C. George Stevens Hamilton
    George Stevens Hamilton is an American film and television actor known for his debonair persona, perpetual tan, and roles in movies such as "Love at First Bite" and "The Godfather Part III."
  • D. John Gurney
    John Gurney was a prominent English Quaker banker and member of the influential Gurney family of Norwich.
  • E. John Bailey
    John Bailey is an American cinematographer renowned for his work on numerous acclaimed films, including the classic comedy "Groundhog Day."
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75a8ee7881908876859402911e5a completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9ec0fc819085dcd1d27f46f377 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb427ee0819090cc2a7b12310719 completed March 21, 2026, 3:37 p.m.
NED2 Entity disambiguation (via description) batch_69bebbbeaa98819099c8a376a30638d2 completed March 21, 2026, 3:39 p.m.
Created at: March 20, 2026, 1:41 p.m.