Triple

T745725
Position Surface form Disambiguated ID Type / Status
Subject College Station, Texas E15336 entity
Predicate mayor P185 FINISHED
Object John Nichols
John Nichols is an American local politician serving as the mayor of College Station, Texas.
E95806 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 Nichols | Statement: [College Station, Texas, mayor, John Nichols]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Nichols
Context triple: [College Station, Texas, mayor, John Nichols]
  • A. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. James J. Kilpatrick
    James J. Kilpatrick was an American newspaper columnist and conservative political commentator best known for his syndicated columns and frequent appearances on television debate programs in the mid-20th century.
  • D. David Key
    David Key was a 19th-century American politician who served as U.S. Postmaster General under President Rutherford B. Hayes and later as a federal judge.
  • E. David Kirkpatrick
    David Kirkpatrick is an American technology journalist and author best known for his book "The Facebook Effect," which chronicles the rise and impact of Facebook.
  • 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 Nichols
Triple: [College Station, Texas, mayor, John Nichols]
Generated description
John Nichols is an American local politician serving as the mayor of College Station, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Nichols
Target entity description: John Nichols is an American local politician serving as the mayor of College Station, Texas.
  • A. Greg Kouri
    Greg Kouri was a Canadian entrepreneur and early investor best known for co-founding Zip2 alongside Elon and Kimbal Musk.
  • B. Tom Engelhardt
    Tom Engelhardt is an American editor, essayist, and critic best known for founding and running the political commentary site TomDispatch, where he writes extensively on U.S. foreign policy, militarism, and empire.
  • C. James J. Kilpatrick
    James J. Kilpatrick was an American newspaper columnist and conservative political commentator best known for his syndicated columns and frequent appearances on television debate programs in the mid-20th century.
  • D. David Key
    David Key was a 19th-century American politician who served as U.S. Postmaster General under President Rutherford B. Hayes and later as a federal judge.
  • E. David Kirkpatrick
    David Kirkpatrick is an American technology journalist and author best known for his book "The Facebook Effect," which chronicles the rise and impact of Facebook.
  • 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_69a49358aa308190adbc9b5a0a2adcf9 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a61217b881908592096b1edacb8a completed March 1, 2026, 8:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69a76d767e5c8190918d55df7528f465 completed March 3, 2026, 11:23 p.m.
NEDg Description generation batch_69a7727d46f08190a634f4fecb00b33c completed March 3, 2026, 11:45 p.m.
NED2 Entity disambiguation (via description) batch_69a774080e24819085b7cdd8e80c74b6 completed March 3, 2026, 11:51 p.m.
Created at: March 1, 2026, 7:37 p.m.