Triple

T15100341
Position Surface form Disambiguated ID Type / Status
Subject Sanhaja E360646 entity
Predicate hasSubgroup P747 FINISHED
Object Tujin
Tujin are a subgroup of the Sanhaja, a historic Berber confederation of North and Northwest Africa.
 E1136637 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: Tujin | Statement: [Sanhaja, hasSubgroup, Tujin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tujin
Context triple: [Sanhaja, hasSubgroup, Tujin]
  • A. Tajuan
    Tajuan is the given first name of former NFL cornerback Ty Law.
  • B. Zaitian
    Zaitian was the personal name of the Guangxu Emperor, a late Qing dynasty ruler of China known for his attempted modernization reforms and his confinement under Empress Dowager Cixi.
  • C. Tokhta
    Tokhta was a khan of the Golden Horde from the Jochid lineage who consolidated central authority and engaged in extensive trade and diplomatic relations with neighboring powers in the late 13th and early 14th centuries.
  • D. Tokha
    Tokha is a municipality in the Kathmandu Valley of Nepal, known for its traditional Newar culture and proximity to the capital city.
  • E. Chagan
    Chagan is a river whose name is transliterated as "Chagan," commonly referring to waterways in parts of Central Asia and Russia.
  • 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: Tujin
Triple: [Sanhaja, hasSubgroup, Tujin]
Generated description
Tujin are a subgroup of the Sanhaja, a historic Berber confederation of North and Northwest Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tujin
Target entity description: Tujin are a subgroup of the Sanhaja, a historic Berber confederation of North and Northwest Africa.
  • A. Tajuan
    Tajuan is the given first name of former NFL cornerback Ty Law.
  • B. Zaitian
    Zaitian was the personal name of the Guangxu Emperor, a late Qing dynasty ruler of China known for his attempted modernization reforms and his confinement under Empress Dowager Cixi.
  • C. Tokhta
    Tokhta was a khan of the Golden Horde from the Jochid lineage who consolidated central authority and engaged in extensive trade and diplomatic relations with neighboring powers in the late 13th and early 14th centuries.
  • D. Tokha
    Tokha is a municipality in the Kathmandu Valley of Nepal, known for its traditional Newar culture and proximity to the capital city.
  • E. Chagan
    Chagan is a river whose name is transliterated as "Chagan," commonly referring to waterways in parts of Central Asia and Russia.
  • 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_69d85a035aa88190b52a139d3a1b7b6d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00550007481909e02ee1d597a4d37 completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae2571f48190b73f0aecd113fed6 completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb0be78b0819092cc9d7e8775458f completed May 9, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_69feb15a575c8190b02a21449530e361 completed May 9, 2026, 4 a.m.
Created at: April 10, 2026, 3:04 a.m.