Triple

T12342827
Position Surface form Disambiguated ID Type / Status
Subject Stéphane Gsell E294271 entity
Predicate fieldOfWork P3 FINISHED
Object North African archaeology
North African archaeology is the study of the ancient cultures, civilizations, and material remains of the Maghreb and surrounding regions from prehistoric times through antiquity and the early Islamic period.
E977955 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: North African archaeology | Statement: [Stéphane Gsell, fieldOfWork, North African archaeology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North African archaeology
Context triple: [Stéphane Gsell, fieldOfWork, North African archaeology]
  • A. Arabian archaeology
    Arabian archaeology is the study of the ancient cultures, settlements, and material remains of the Arabian Peninsula, from prehistoric times through the rise of Islam.
  • B. Kharga Oasis in Prehistory
    "Kharga Oasis in Prehistory" is an archaeological study by Gertrude Caton-Thompson that examines the ancient human occupation and environmental history of Egypt’s Kharga Oasis.
  • C. Near Eastern archaeology
    Near Eastern archaeology is the study of the ancient cultures and civilizations of the Near East through their material remains, including architecture, artifacts, and inscriptions.
  • D. Arab-Berber civilization
    Arab-Berber civilization refers to the historically intertwined Arab and indigenous Berber (Amazigh) societies of North Africa, whose fusion of languages, Islamic traditions, and local customs has shaped the region’s distinctive cultural and architectural heritage.
  • E. Egyptology
    Egyptology is the academic study of ancient Egypt’s language, history, archaeology, art, and culture, primarily through its written records and material remains.
  • 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: North African archaeology
Triple: [Stéphane Gsell, fieldOfWork, North African archaeology]
Generated description
North African archaeology is the study of the ancient cultures, civilizations, and material remains of the Maghreb and surrounding regions from prehistoric times through antiquity and the early Islamic period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North African archaeology
Target entity description: North African archaeology is the study of the ancient cultures, civilizations, and material remains of the Maghreb and surrounding regions from prehistoric times through antiquity and the early Islamic period.
  • A. Arabian archaeology
    Arabian archaeology is the study of the ancient cultures, settlements, and material remains of the Arabian Peninsula, from prehistoric times through the rise of Islam.
  • B. Kharga Oasis in Prehistory
    "Kharga Oasis in Prehistory" is an archaeological study by Gertrude Caton-Thompson that examines the ancient human occupation and environmental history of Egypt’s Kharga Oasis.
  • C. Near Eastern archaeology
    Near Eastern archaeology is the study of the ancient cultures and civilizations of the Near East through their material remains, including architecture, artifacts, and inscriptions.
  • D. Arab-Berber civilization
    Arab-Berber civilization refers to the historically intertwined Arab and indigenous Berber (Amazigh) societies of North Africa, whose fusion of languages, Islamic traditions, and local customs has shaped the region’s distinctive cultural and architectural heritage.
  • E. Egyptology
    Egyptology is the academic study of ancient Egypt’s language, history, archaeology, art, and culture, primarily through its written records and material remains.
  • 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f78a970819086beec3e4da8c49e completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aaa1d548190be065412aab70385 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c55aacc8190a0544306825bdfab completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d4d0b8881908aa6b67db7d14609 completed May 2, 2026, 4:58 p.m.
Created at: April 8, 2026, 9:53 p.m.