Triple

T14562169
Position Surface form Disambiguated ID Type / Status
Subject Gao Kingdom E341693 entity
Predicate tradedWith P2914 FINISHED
Object Sahara oases
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
E1106680 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: Sahara oases | Statement: [Gao Kingdom, tradedWith, Sahara oases]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sahara oases
Context triple: [Gao Kingdom, tradedWith, Sahara oases]
  • A. Egyptian Western Desert oases
    The Egyptian Western Desert oases are a chain of fertile, historically significant oasis depressions in Egypt’s Western Desert that have long served as vital hubs of settlement, agriculture, and caravan trade routes.
  • B. Ziban oases
    Ziban oases are a group of fertile desert oases in northeastern Algeria known for their date palm groves and historic role as a Saharan caravan stop.
  • C. Tessalit oasis
    Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
  • D. Siwa Oasis
    Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
  • E. Awjila Oasis
    Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
  • 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: Sahara oases
Triple: [Gao Kingdom, tradedWith, Sahara oases]
Generated description
The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sahara oases
Target entity description: The Sahara oases are fertile, water-rich enclaves scattered across the Sahara Desert that historically served as vital hubs for trade, agriculture, and caravan routes connecting sub-Saharan Africa with North Africa and beyond.
  • A. Egyptian Western Desert oases
    The Egyptian Western Desert oases are a chain of fertile, historically significant oasis depressions in Egypt’s Western Desert that have long served as vital hubs of settlement, agriculture, and caravan trade routes.
  • B. Ziban oases
    Ziban oases are a group of fertile desert oases in northeastern Algeria known for their date palm groves and historic role as a Saharan caravan stop.
  • C. Tessalit oasis
    Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
  • D. Siwa Oasis
    Siwa Oasis is a remote, historically rich oasis in Egypt near the Libyan border, famed for its ancient Oracle of Amun, distinctive Berber culture, and dramatic desert landscapes.
  • E. Awjila Oasis
    Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
  • 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_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb38afa8881909c9151b7620949ae completed April 14, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ac294748190a4bfeed8c5fd9e94 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8c3678048190a23b509e963c1ade completed May 8, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69fd8d609684819090a9c3f2304f4a6a completed May 8, 2026, 7:14 a.m.
Created at: April 10, 2026, 1:23 a.m.