Triple

T10945138
Position Surface form Disambiguated ID Type / Status
Subject David Bonderman E258575 entity
Predicate familyName P18 FINISHED
Object Bonderman
Bonderman is a surname most prominently associated with American billionaire investor and private equity pioneer David Bonderman.
 E895590 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: Bonderman | Statement: [David Bonderman, familyName, Bonderman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bonderman
Context triple: [David Bonderman, familyName, Bonderman]
  • A. Erdman
    Erdman is a masculine given name most notably borne by Disney story artist and screenwriter Erdman Penner.
  • B. Bonger
    Bonger is a Dutch surname most notably associated with Johanna van Gogh-Bonger, the key figure in preserving and promoting Vincent van Gogh’s artistic legacy.
  • C. Briscoe
    Briscoe is a surname most notably associated with Dolph Briscoe, a prominent American rancher and politician who served as governor of Texas.
  • D. Brunson
    Brunson is a surname most prominently associated in sports with NBA All-Star point guard Jalen Brunson.
  • E. Bakster
    Bakster is an alternative spelling or variant form of the name Baxter, typically used as a surname or given name.
  • 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: Bonderman
Triple: [David Bonderman, familyName, Bonderman]
Generated description
Bonderman is a surname most prominently associated with American billionaire investor and private equity pioneer David Bonderman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bonderman
Target entity description: Bonderman is a surname most prominently associated with American billionaire investor and private equity pioneer David Bonderman.
  • A. Erdman
    Erdman is a masculine given name most notably borne by Disney story artist and screenwriter Erdman Penner.
  • B. Bonger
    Bonger is a Dutch surname most notably associated with Johanna van Gogh-Bonger, the key figure in preserving and promoting Vincent van Gogh’s artistic legacy.
  • C. Briscoe
    Briscoe is a surname most notably associated with Dolph Briscoe, a prominent American rancher and politician who served as governor of Texas.
  • D. Brunson
    Brunson is a surname most prominently associated in sports with NBA All-Star point guard Jalen Brunson.
  • E. Bakster
    Bakster is an alternative spelling or variant form of the name Baxter, typically used as a surname or given name.
  • 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770e9a89081908979efd1d9e6af66 completed April 9, 2026, 9:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23c3c885081908edcece772b2e759 completed April 17, 2026, 1:57 p.m.
NEDg Description generation batch_69e24542b4f081909c97621f04da8ecc completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e248f7f96481909fa6e6cd07891566 completed April 17, 2026, 2:51 p.m.
Created at: April 8, 2026, 9:23 p.m.