Triple

T15100344
Position Surface form Disambiguated ID Type / Status
Subject Sanhaja E360646 entity
Predicate hasSubgroup P747 FINISHED
Object Banu Lamta
Banu Lamta were a Berber tribal group belonging to the Sanhaja confederation, historically inhabiting parts of the western Sahara and playing a role in trans-Saharan trade and regional politics.
E1139438 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: Banu Lamta | Statement: [Sanhaja, hasSubgroup, Banu Lamta]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Banu Lamta
Context triple: [Sanhaja, hasSubgroup, Banu Lamta]
  • A. Banu Yam
    Banu Yam is a prominent Arab tribal confederation of northern Yemen and southern Saudi Arabia, historically influential in the Najran region and known as the ancestral root of several Bedouin tribes.
  • B. Banu Ta’i
    Banu Ta’i is an Arab tribe historically associated with the Tayy lineage, known for its early prominence in pre-Islamic and Islamic Arabia.
  • C. Banu Darim
    Banu Darim was a prominent clan of the larger Arab tribe Banu Tamim, known from pre-Islamic and early Islamic history for its influential members and role in tribal politics.
  • D. Banu Riyah
    Banu Riyah was an Arab tribal group that formed part of the larger Banu Hilal confederation, known for its role in the medieval Arab migrations into North Africa.
  • E. Massufa tribe
    The Massufa tribe was a Berber tribal group from the western Sahara region, historically significant for its role in the early Almoravid movement and its association with the reformer Abdallah ibn Yasin.
  • 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: Banu Lamta
Triple: [Sanhaja, hasSubgroup, Banu Lamta]
Generated description
Banu Lamta were a Berber tribal group belonging to the Sanhaja confederation, historically inhabiting parts of the western Sahara and playing a role in trans-Saharan trade and regional politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Banu Lamta
Target entity description: Banu Lamta were a Berber tribal group belonging to the Sanhaja confederation, historically inhabiting parts of the western Sahara and playing a role in trans-Saharan trade and regional politics.
  • A. Banu Yam
    Banu Yam is a prominent Arab tribal confederation of northern Yemen and southern Saudi Arabia, historically influential in the Najran region and known as the ancestral root of several Bedouin tribes.
  • B. Banu Ta’i
    Banu Ta’i is an Arab tribe historically associated with the Tayy lineage, known for its early prominence in pre-Islamic and Islamic Arabia.
  • C. Banu Darim
    Banu Darim was a prominent clan of the larger Arab tribe Banu Tamim, known from pre-Islamic and early Islamic history for its influential members and role in tribal politics.
  • D. Banu Riyah
    Banu Riyah was an Arab tribal group that formed part of the larger Banu Hilal confederation, known for its role in the medieval Arab migrations into North Africa.
  • E. Massufa tribe
    The Massufa tribe was a Berber tribal group from the western Sahara region, historically significant for its role in the early Almoravid movement and its association with the reformer Abdallah ibn Yasin.
  • 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_69febfdffb6081909012cf0707f5c9f5 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec0c97f4c819084ba9eb2d8f69ceb completed May 9, 2026, 5:06 a.m.
NED2 Entity disambiguation (via description) batch_69fec13ccea48190aeb155af012478b8 completed May 9, 2026, 5:08 a.m.
Created at: April 10, 2026, 3:04 a.m.