Triple

T7360686
Position Surface form Disambiguated ID Type / Status
Subject Panjdeh incident E169738 entity
Predicate location P40 FINISHED
Object Panjdeh Oasis
Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
 E658000 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: Panjdeh Oasis | Statement: [Panjdeh incident, location, Panjdeh Oasis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Panjdeh Oasis
Context triple: [Panjdeh incident, location, Panjdeh Oasis]
  • A. Murzuq Oasis
    Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
  • B. Tabelbala oasis
    Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
  • C. Ghat Oasis
    Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
  • D. 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.
  • E. Tafilalet Oasis
    Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
  • 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: Panjdeh Oasis
Triple: [Panjdeh incident, location, Panjdeh Oasis]
Generated description
Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Panjdeh Oasis
Target entity description: Panjdeh Oasis is a historically significant oasis region in Central Asia, near the Afghan-Turkmen border, known as the site of a major 1885 confrontation between the Russian Empire and Afghanistan that heightened tensions with the British Empire.
  • A. Murzuq Oasis
    Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
  • B. Tabelbala oasis
    Tabelbala oasis is a remote Saharan oasis settlement in southwestern Algeria known for its unique linguistic heritage and isolation.
  • C. Ghat Oasis
    Ghat Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
  • D. 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.
  • E. Tafilalet Oasis
    Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
  • 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_69c68a59f2288190877ca15c19b1e822 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f13f325081909ccdcbf9f5660cee completed March 27, 2026, 9:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fab0247081909c25a8d14fa07fd4 completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fc2d45c0819085e1f8ef40e0c474 completed March 28, 2026, 4:05 p.m.
NED2 Entity disambiguation (via description) batch_69c7fc84fff48190b4b43da21a9ede51 completed March 28, 2026, 4:06 p.m.
Created at: March 27, 2026, 3:06 p.m.