Triple

T8938434
Position Surface form Disambiguated ID Type / Status
Subject Benghazi District E212835 entity
Predicate borders P224 FINISHED
Object Al Marj District
Al Marj District is an administrative region in northeastern Libya, known for its agricultural areas and proximity to the city of Benghazi.
 E767305 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: Al Marj District | Statement: [Benghazi District, borders, Al Marj District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Al Marj District
Context triple: [Benghazi District, borders, Al Marj District]
  • A. Al Murabba district
    Al Murabba district is a central neighborhood in Riyadh, Saudi Arabia, known for its cultural and historical significance and major landmarks.
  • B. Al Wahat District
    Al Wahat District is an administrative region in northeastern Libya that includes parts of the country’s oil-rich desert areas and key coastal settlements.
  • C. Ibn Ziad District
    Ibn Ziad District is an administrative district located within Constantine Province in northeastern Algeria.
  • D. Al-Oud district
    Al-Oud district is a neighborhood in Riyadh, Saudi Arabia, known for encompassing the historic and prominent Al Oud Cemetery.
  • E. Al-Rutba District
    Al-Rutba District is a large, sparsely populated administrative district in western Iraq’s Al Anbar Governorate, encompassing vast desert areas near the borders with Jordan and Saudi Arabia.
  • 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: Al Marj District
Triple: [Benghazi District, borders, Al Marj District]
Generated description
Al Marj District is an administrative region in northeastern Libya, known for its agricultural areas and proximity to the city of Benghazi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Al Marj District
Target entity description: Al Marj District is an administrative region in northeastern Libya, known for its agricultural areas and proximity to the city of Benghazi.
  • A. Al Murabba district
    Al Murabba district is a central neighborhood in Riyadh, Saudi Arabia, known for its cultural and historical significance and major landmarks.
  • B. Al Wahat District
    Al Wahat District is an administrative region in northeastern Libya that includes parts of the country’s oil-rich desert areas and key coastal settlements.
  • C. Ibn Ziad District
    Ibn Ziad District is an administrative district located within Constantine Province in northeastern Algeria.
  • D. Al-Oud district
    Al-Oud district is a neighborhood in Riyadh, Saudi Arabia, known for encompassing the historic and prominent Al Oud Cemetery.
  • E. Al-Rutba District
    Al-Rutba District is a large, sparsely populated administrative district in western Iraq’s Al Anbar Governorate, encompassing vast desert areas near the borders with Jordan and Saudi Arabia.
  • 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_69ca839694c88190b324ffeb43d23b08 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc66b57a348190979effe4f9998eb7 completed April 1, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1eb308c81909f5be133c75ad568 completed April 3, 2026, 1:34 p.m.
NEDg Description generation batch_69cfc24b4fe481909b7c4f58b787a21e completed April 3, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69cfc33fbedc8190a8f04ec6f43891f0 completed April 3, 2026, 1:40 p.m.
Created at: March 30, 2026, 6:58 p.m.