Triple

T12093676
Position Surface form Disambiguated ID Type / Status
Subject Bruno Beger E288012 entity
Predicate familyName P18 FINISHED
Object Beger
Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
 E965651 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: Beger | Statement: [Bruno Beger, familyName, Beger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beger
Context triple: [Bruno Beger, familyName, Beger]
  • A. Birgi
    Birgi is a small village in western Sicily, Italy, known for its proximity to Trapani–Birgi Airport and the coastal city of Trapani.
  • B. Baur
    Baur is a German surname most notably associated with Ferdinand Christian Baur, a 19th-century Protestant theologian and founder of the Tübingen School of biblical criticism.
  • C. Bori
    Bori is a prominent urban center in Nigeria’s Rivers State, serving as an important commercial and administrative hub for the surrounding region.
  • D. Berar
    Berar was a historical region in central India that became a significant Maratha-ruled province, later integrated into British India and now largely part of Maharashtra.
  • E. Basarke
    Basarke is a village in the Amritsar district of Punjab, India, historically significant as the birthplace of the third Sikh Guru, Guru Amar Das.
  • 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: Beger
Triple: [Bruno Beger, familyName, Beger]
Generated description
Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beger
Target entity description: Beger is a German surname most notably associated with Bruno Beger, an anthropologist involved with Nazi-era racial studies.
  • A. Birgi
    Birgi is a small village in western Sicily, Italy, known for its proximity to Trapani–Birgi Airport and the coastal city of Trapani.
  • B. Baur
    Baur is a German surname most notably associated with Ferdinand Christian Baur, a 19th-century Protestant theologian and founder of the Tübingen School of biblical criticism.
  • C. Bori
    Bori is a prominent urban center in Nigeria’s Rivers State, serving as an important commercial and administrative hub for the surrounding region.
  • D. Berar
    Berar was a historical region in central India that became a significant Maratha-ruled province, later integrated into British India and now largely part of Maharashtra.
  • E. Basarke
    Basarke is a village in the Amritsar district of Punjab, India, historically significant as the birthplace of the third Sikh Guru, Guru Amar Das.
  • 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_69d6ab4964708190850585628b287b0c completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91550ce508190babf5755e1553734 completed April 10, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f66edf7881908f29b5b40b9d020f completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f5fd79da748190b3f0dd7d7a46314d completed May 2, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69f5feeaf2e48190995f282b02a9caaf completed May 2, 2026, 1:40 p.m.
Created at: April 8, 2026, 9:48 p.m.