Triple

T15582411
Position Surface form Disambiguated ID Type / Status
Subject Deborah Berke E374532 entity
Predicate familyName P18 FINISHED
Object Berke
Berke is a surname most notably associated with Deborah Berke, an American architect and academic leader.
E1215626 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: Berke | Statement: [Deborah Berke, familyName, Berke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Berke
Context triple: [Deborah Berke, familyName, Berke]
  • A. Khan of the Golden Horde
    The Khan of the Golden Horde was the supreme ruler of the western Mongol khanate that dominated much of Eastern Europe and parts of Russia from the 13th to the 15th century.
  • B. Qara Hülegü
    Qara Hülegü was a 13th-century Mongol prince of the Chagatai lineage who briefly ruled the Chagatai Khanate during the early period of the Mongol Empire.
  • C. Tokhtamysh
    Tokhtamysh was a late 14th-century khan of the Golden Horde who briefly reunited its territories and clashed with the Central Asian conqueror Timur.
  • D. Timuri
    Timuri are a small ethnic group in Afghanistan and Iran, traditionally semi-nomadic and known for their distinct dialect and cultural practices within the broader Aimaq community.
  • E. Qara Yusuf
    Qara Yusuf was a prominent 14th–15th century Turkoman ruler who expanded and consolidated the Qara Qoyunlu (Black Sheep Turkmen) confederation in parts of present-day Iran, Iraq, and the Caucasus.
  • 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: Berke
Triple: [Deborah Berke, familyName, Berke]
Generated description
Berke is a surname most notably associated with Deborah Berke, an American architect and academic leader.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Berke
Target entity description: Berke is a surname most notably associated with Deborah Berke, an American architect and academic leader.
  • A. Khan of the Golden Horde
    The Khan of the Golden Horde was the supreme ruler of the western Mongol khanate that dominated much of Eastern Europe and parts of Russia from the 13th to the 15th century.
  • B. Qara Hülegü
    Qara Hülegü was a 13th-century Mongol prince of the Chagatai lineage who briefly ruled the Chagatai Khanate during the early period of the Mongol Empire.
  • C. Tokhtamysh
    Tokhtamysh was a late 14th-century khan of the Golden Horde who briefly reunited its territories and clashed with the Central Asian conqueror Timur.
  • D. Timuri
    Timuri are a small ethnic group in Afghanistan and Iran, traditionally semi-nomadic and known for their distinct dialect and cultural practices within the broader Aimaq community.
  • E. Qara Yusuf
    Qara Yusuf was a prominent 14th–15th century Turkoman ruler who expanded and consolidated the Qara Qoyunlu (Black Sheep Turkmen) confederation in parts of present-day Iran, Iraq, and the Caucasus.
  • 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_69d85ccd575081908909b71a3f3e3a61 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e45ee3c8190a6aee06a5805ca39 completed April 16, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f372f7c8190ba04b8bd13bff95c completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a00525b579c81909df181059d0e3db8 completed May 10, 2026, 9:39 a.m.
NED2 Entity disambiguation (via description) batch_6a0052ee614881908eb8f7c031ff8f7c completed May 10, 2026, 9:42 a.m.
Created at: April 10, 2026, 4:11 a.m.