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.