Triple

T13987650
Position Surface form Disambiguated ID Type / Status
Subject Bruce Karatz E336483 entity
Predicate familyName P18 FINISHED
Object Karatz
Karatz is a surname most notably associated with Bruce Karatz, an American businessman and former CEO of homebuilding company KB Home.
 E1073455 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: Karatz | Statement: [Bruce Karatz, familyName, Karatz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Karatz
Context triple: [Bruce Karatz, familyName, Karatz]
  • A. Karatas
    Karatas are a small indigenous ethnic group from the mountainous regions of Dagestan in the North Caucasus, known for their distinct Northeast Caucasian language and traditional highland culture.
  • B. Karkar
    Karkar was an ancient Mesopotamian city known as a major cult center of the storm god Adad.
  • C. Karait
    Karait is a small but deadly brown snake in Rudyard Kipling’s “Rikki-Tikki-Tavi,” known as one of the venomous antagonists threatening the human family.
  • D. Kouneli
    Kouneli is a small Greek island in the Echinades group in the Ionian Sea.
  • E. Keratea
    Keratea is a town in eastern Attica, Greece, known for its historical significance and proximity to the Athens metropolitan area.
  • 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: Karatz
Triple: [Bruce Karatz, familyName, Karatz]
Generated description
Karatz is a surname most notably associated with Bruce Karatz, an American businessman and former CEO of homebuilding company KB Home.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Karatz
Target entity description: Karatz is a surname most notably associated with Bruce Karatz, an American businessman and former CEO of homebuilding company KB Home.
  • A. Karatas
    Karatas are a small indigenous ethnic group from the mountainous regions of Dagestan in the North Caucasus, known for their distinct Northeast Caucasian language and traditional highland culture.
  • B. Karkar
    Karkar was an ancient Mesopotamian city known as a major cult center of the storm god Adad.
  • C. Karait
    Karait is a small but deadly brown snake in Rudyard Kipling’s “Rikki-Tikki-Tavi,” known as one of the venomous antagonists threatening the human family.
  • D. Kouneli
    Kouneli is a small Greek island in the Echinades group in the Ionian Sea.
  • E. Keratea
    Keratea is a town in eastern Attica, Greece, known for its historical significance and proximity to the Athens metropolitan area.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ea537408190bb9d35963886803f completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbac9604cc819088cde0ad8271ad48 completed May 6, 2026, 9:03 p.m.
NEDg Description generation batch_69fbad35be6c8190aa329fa947cbdcd9 completed May 6, 2026, 9:05 p.m.
NED2 Entity disambiguation (via description) batch_69fbae42ef2c8190b653d95de94042bc completed May 6, 2026, 9:10 p.m.
Created at: April 9, 2026, 10:18 p.m.