Triple

T21304572
Position Surface form Disambiguated ID Type / Status
Subject Maureen Blumhardt E525158 entity
Predicate familyName P18 FINISHED
Object Blumhardt
Blumhardt is a surname most notably associated with Maureen Blumhardt, an American former model and philanthropist known as the wife of basketball Hall of Famer Charles Barkley.
 E1477197 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: Blumhardt | Statement: [Maureen Blumhardt, familyName, Blumhardt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blumhardt
Context triple: [Maureen Blumhardt, familyName, Blumhardt]
  • A. The Heldrich
    The Heldrich is a modern hotel and conference center located in downtown New Brunswick, New Jersey, known for hosting business events, meetings, and upscale accommodations.
  • B. Brownsman
    Brownsman is one of the rocky Farne Islands off the coast of Northumberland, England, known for its seabird colonies and maritime history.
  • C. Tuchlauben
    Tuchlauben is a historic street in Vienna’s city center, known for its upscale shops and proximity to major landmarks in the old town.
  • D. El Brendel
    El Brendel was an American vaudeville and film comedian best known for his faux-Swedish accent and comic relief roles in early Hollywood talkies.
  • E. Mönch
    Mönch is a striking sculptural work by German artist Katharina Fritsch, known for its life-sized, monochromatic figure of a monk that evokes themes of spirituality, anonymity, and psychological unease.
  • 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: Blumhardt
Triple: [Maureen Blumhardt, familyName, Blumhardt]
Generated description
Blumhardt is a surname most notably associated with Maureen Blumhardt, an American former model and philanthropist known as the wife of basketball Hall of Famer Charles Barkley.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blumhardt
Target entity description: Blumhardt is a surname most notably associated with Maureen Blumhardt, an American former model and philanthropist known as the wife of basketball Hall of Famer Charles Barkley.
  • A. The Heldrich
    The Heldrich is a modern hotel and conference center located in downtown New Brunswick, New Jersey, known for hosting business events, meetings, and upscale accommodations.
  • B. Brownsman
    Brownsman is one of the rocky Farne Islands off the coast of Northumberland, England, known for its seabird colonies and maritime history.
  • C. Tuchlauben
    Tuchlauben is a historic street in Vienna’s city center, known for its upscale shops and proximity to major landmarks in the old town.
  • D. El Brendel
    El Brendel was an American vaudeville and film comedian best known for his faux-Swedish accent and comic relief roles in early Hollywood talkies.
  • E. Mönch
    Mönch is a striking sculptural work by German artist Katharina Fritsch, known for its life-sized, monochromatic figure of a monk that evokes themes of spirituality, anonymity, and psychological unease.
  • 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_69e0b518b8948190ad69cf9a8784d397 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e75aa341908190963c4368708860b8 completed April 21, 2026, 11:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a099ed32130819081479d9845d74ac3 completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099f69f1e08190bf96197fcf42b897 completed May 17, 2026, 10:58 a.m.
NED2 Entity disambiguation (via description) batch_6a099feeda3481909d8020763f32d430 completed May 17, 2026, 11:01 a.m.
Created at: April 16, 2026, 4:05 p.m.