Triple

T11805997
Position Surface form Disambiguated ID Type / Status
Subject Lake Forest, Illinois E280747 entity
Predicate mayor P185 FINISHED
Object Randy Tack
Randy Tack is an American local politician serving as the mayor of Lake Forest, Illinois.
E948048 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: Randy Tack | Statement: [Lake Forest, Illinois, mayor, Randy Tack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Tack
Context triple: [Lake Forest, Illinois, mayor, Randy Tack]
  • A. Randy
    Randy is the nickname of Randy Moffitt, a former Major League Baseball relief pitcher best known for his long tenure with the San Francisco Giants in the 1970s.
  • B. Randy
    Randy is a supporting character in the dark comedy film "The Opposite of Sex," involved in the tangled romantic and emotional conflicts that drive the story.
  • C. Randy
    Randy is a masculine given name commonly used in English-speaking countries, often as a diminutive of Randall or Randolph.
  • D. Randy Randall
    Randy Randall is an American guitarist best known as one half of the noise rock duo No Age.
  • E. Randy Turpin
    Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
  • 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: Randy Tack
Triple: [Lake Forest, Illinois, mayor, Randy Tack]
Generated description
Randy Tack is an American local politician serving as the mayor of Lake Forest, Illinois.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Tack
Target entity description: Randy Tack is an American local politician serving as the mayor of Lake Forest, Illinois.
  • A. Randy
    Randy is the nickname of Randy Moffitt, a former Major League Baseball relief pitcher best known for his long tenure with the San Francisco Giants in the 1970s.
  • B. Randy
    Randy is a supporting character in the dark comedy film "The Opposite of Sex," involved in the tangled romantic and emotional conflicts that drive the story.
  • C. Randy
    Randy is a masculine given name commonly used in English-speaking countries, often as a diminutive of Randall or Randolph.
  • D. Randy Randall
    Randy Randall is an American guitarist best known as one half of the noise rock duo No Age.
  • E. Randy Turpin
    Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a5c8324481909a54852a9bb714e0 completed April 10, 2026, 7:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69f1315b4b1481908106984a1362be89 completed April 28, 2026, 10:14 p.m.
NEDg Description generation batch_69f14e879aa88190a95f13e23dd346f4 completed April 29, 2026, 12:19 a.m.
NED2 Entity disambiguation (via description) batch_69f156fa5cc48190a43c1d2e5df346fe completed April 29, 2026, 12:55 a.m.
Created at: April 8, 2026, 9:42 p.m.