Triple

T10789179
Position Surface form Disambiguated ID Type / Status
Subject Talty, Texas E254530 entity
Predicate namedAfter P63 FINISHED
Object W. C. Talty
W. C. Talty was a local figure of significance in Kaufman County, Texas, for whom the community of Talty was named.
E885961 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: W. C. Talty | Statement: [Talty, Texas, namedAfter, W. C. Talty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: W. C. Talty
Context triple: [Talty, Texas, namedAfter, W. C. Talty]
  • A. L. Q. Jones
    L. Q. Jones was an American character actor and director known for his frequent collaborations with filmmaker Sam Peckinpah and his role in the cult science fiction film "A Boy and His Dog."
  • B. Cordell Walker
    Cordell Walker is the tough, morally driven Texas Ranger portrayed by Chuck Norris in the action-crime television series "Walker, Texas Ranger."
  • C. Robert Tatum
    Robert Tatum was an American mountaineer best known as a member of the first successful expedition to reach the summit of Denali (Mount McKinley) in 1913.
  • D. Horace McCoy
    Horace McCoy was an American novelist and screenwriter best known for his hardboiled crime fiction, including the classic novel "They Shoot Horses, Don't They?".
  • E. Walker D. Hines
    Walker D. Hines was an American lawyer and government official who served as Director General of Railroads during the period of federal control of U.S. railroads in World War I.
  • 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: W. C. Talty
Triple: [Talty, Texas, namedAfter, W. C. Talty]
Generated description
W. C. Talty was a local figure of significance in Kaufman County, Texas, for whom the community of Talty was named.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: W. C. Talty
Target entity description: W. C. Talty was a local figure of significance in Kaufman County, Texas, for whom the community of Talty was named.
  • A. L. Q. Jones
    L. Q. Jones was an American character actor and director known for his frequent collaborations with filmmaker Sam Peckinpah and his role in the cult science fiction film "A Boy and His Dog."
  • B. Cordell Walker
    Cordell Walker is the tough, morally driven Texas Ranger portrayed by Chuck Norris in the action-crime television series "Walker, Texas Ranger."
  • C. Robert Tatum
    Robert Tatum was an American mountaineer best known as a member of the first successful expedition to reach the summit of Denali (Mount McKinley) in 1913.
  • D. Horace McCoy
    Horace McCoy was an American novelist and screenwriter best known for his hardboiled crime fiction, including the classic novel "They Shoot Horses, Don't They?".
  • E. Walker D. Hines
    Walker D. Hines was an American lawyer and government official who served as Director General of Railroads during the period of federal control of U.S. railroads in World War I.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732f4b1388190a1364e56a90e8388 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de562873b081908bea08c56b1c1e3f completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
Created at: April 8, 2026, 9:17 p.m.