Triple

T7342393
Position Surface form Disambiguated ID Type / Status
Subject Frank Schulte E169286 entity
Predicate familyName P18 FINISHED
Object Schulte
Schulte is a German surname of Middle Low German origin, historically associated with local officials or village leaders.
 E658607 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: Schulte | Statement: [Frank Schulte, familyName, Schulte]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schulte
Context triple: [Frank Schulte, familyName, Schulte]
  • A. Schultes
    Schultes is a member of the Bangert, Jansen, Scholz, Schultes group, likely a professional or academic collective named after its principal participants.
  • B. Stroop
    Stroop is a German surname most notably associated with Jürgen Stroop, an SS officer responsible for suppressing the Warsaw Ghetto Uprising during World War II.
  • C. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • D. Calligrams
    Calligrams is a specialized imprint of New York Review Books focused on publishing distinctive literary and intellectual works, often in translation.
  • E. Schiffrin
    Schiffrin is a surname most notably associated with André Schiffrin, an influential publisher and intellectual known for his work in progressive and independent publishing.
  • 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: Schulte
Triple: [Frank Schulte, familyName, Schulte]
Generated description
Schulte is a German surname of Middle Low German origin, historically associated with local officials or village leaders.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schulte
Target entity description: Schulte is a German surname of Middle Low German origin, historically associated with local officials or village leaders.
  • A. Schultes
    Schultes is a member of the Bangert, Jansen, Scholz, Schultes group, likely a professional or academic collective named after its principal participants.
  • B. Stroop
    Stroop is a German surname most notably associated with Jürgen Stroop, an SS officer responsible for suppressing the Warsaw Ghetto Uprising during World War II.
  • C. Thagard
    Thagard is the surname of Norman E. Thagard, an American physician, former NASA astronaut, and the first American to fly on a Russian spacecraft.
  • D. Calligrams
    Calligrams is a specialized imprint of New York Review Books focused on publishing distinctive literary and intellectual works, often in translation.
  • E. Schiffrin
    Schiffrin is a surname most notably associated with André Schiffrin, an influential publisher and intellectual known for his work in progressive and independent publishing.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f0db2db8819088c4bed5d65571f6 completed March 27, 2026, 9:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa867b7881908590ca1ea195b1b5 completed March 28, 2026, 3:57 p.m.
NEDg Description generation batch_69c7fc13167c819084ff05d780fc4394 completed March 28, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd453fac8190862000bd670b5695 completed March 28, 2026, 4:09 p.m.
Created at: March 27, 2026, 3:04 p.m.