Triple

T12603314
Position Surface form Disambiguated ID Type / Status
Subject Alliance of Democratic Forces for the Liberation of Congo-Zaire E300911 entity
Predicate operatedInRegion P6665 FINISHED
Object Shaba
Shaba, now known as Katanga Province in the Democratic Republic of the Congo, is a mineral-rich southeastern region historically marked by secessionist conflicts and significant political unrest.
 E993933 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: Shaba | Statement: [Alliance of Democratic Forces for the Liberation of Congo-Zaire, operatedInRegion, Shaba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shaba
Context triple: [Alliance of Democratic Forces for the Liberation of Congo-Zaire, operatedInRegion, Shaba]
  • A. Shabara
    Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
  • B. Habash
    Habash is an Arabic surname most notably associated with George Habash, the Palestinian Christian physician and founder of the Popular Front for the Liberation of Palestine.
  • C. Jabriya
    Jabriya is a residential suburb in Kuwait known for its mix of apartment buildings, schools, and local shops within the Hawalli Governorate.
  • D. Al-Shinan
    Al-Shinan is a town located within Saudi Arabia’s Ha'il Region.
  • E. Shabaqo
    Shabaqo is an alternative name for Shabaka, a Kushite pharaoh of Egypt’s 25th Dynasty known for consolidating Nubian rule over Egypt and promoting religious and cultural revival.
  • 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: Shaba
Triple: [Alliance of Democratic Forces for the Liberation of Congo-Zaire, operatedInRegion, Shaba]
Generated description
Shaba, now known as Katanga Province in the Democratic Republic of the Congo, is a mineral-rich southeastern region historically marked by secessionist conflicts and significant political unrest.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shaba
Target entity description: Shaba, now known as Katanga Province in the Democratic Republic of the Congo, is a mineral-rich southeastern region historically marked by secessionist conflicts and significant political unrest.
  • A. Shabara
    Shabara was an early Indian philosopher and commentator best known for his influential exegesis on the Purva Mimamsa school of Hindu philosophy.
  • B. Habash
    Habash is an Arabic surname most notably associated with George Habash, the Palestinian Christian physician and founder of the Popular Front for the Liberation of Palestine.
  • C. Jabriya
    Jabriya is a residential suburb in Kuwait known for its mix of apartment buildings, schools, and local shops within the Hawalli Governorate.
  • D. Al-Shinan
    Al-Shinan is a town located within Saudi Arabia’s Ha'il Region.
  • E. Shabaqo
    Shabaqo is an alternative name for Shabaka, a Kushite pharaoh of Egypt’s 25th Dynasty known for consolidating Nubian rule over Egypt and promoting religious and cultural revival.
  • 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_69d7bdea2ca881908f379526c13b1145 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d954e6e20481908bca684c4b497c48 completed April 10, 2026, 7:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65ecb09e481909d688f174372dde7 completed May 2, 2026, 8:30 p.m.
NEDg Description generation batch_69f65fd6fa8c819094a31f8c2d8ee72d completed May 2, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f663fe2fac8190bb70c8f1b919d657 completed May 2, 2026, 8:52 p.m.
Created at: April 9, 2026, 5:10 p.m.