Triple

T10167251
Position Surface form Disambiguated ID Type / Status
Subject School of International and Public Affairs E235236 entity
Predicate hasAlumni P51 FINISHED
Object Moussa Mara
Moussa Mara is a Malian politician who served as Prime Minister of Mali and has been active in public administration and governance reform.
E845838 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: Moussa Mara | Statement: [School of International and Public Affairs, hasAlumni, Moussa Mara]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moussa Mara
Context triple: [School of International and Public Affairs, hasAlumni, Moussa Mara]
  • A. Si Moussa
    Si Moussa was a powerful 19th-century grand vizier of Morocco who served under Sultan Hassan I and commissioned the opulent Bahia Palace in Marrakech.
  • B. Abdou M’Boup
    Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
  • C. Miftah Muhammed K'eba
    Miftah Muhammed K'eba is a Libyan political figure who served in a top leadership role within the country's ruling party structure under Muammar Gaddafi.
  • D. Tarso Toussidé
    Tarso Toussidé is a large volcanic massif and one of the prominent peaks of the Tibesti Mountains in northern Chad.
  • E. Félix Malloum
    Félix Malloum was a Chadian military officer and politician who served as president of Chad in the 1970s, leading the country during a turbulent period marked by civil conflict and political instability.
  • 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: Moussa Mara
Triple: [School of International and Public Affairs, hasAlumni, Moussa Mara]
Generated description
Moussa Mara is a Malian politician who served as Prime Minister of Mali and has been active in public administration and governance reform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moussa Mara
Target entity description: Moussa Mara is a Malian politician who served as Prime Minister of Mali and has been active in public administration and governance reform.
  • A. Si Moussa
    Si Moussa was a powerful 19th-century grand vizier of Morocco who served under Sultan Hassan I and commissioned the opulent Bahia Palace in Marrakech.
  • B. Abdou M’Boup
    Abdou M’Boup is a Senegalese percussionist and kora player known for his work in world music and collaborations with Western pop and experimental groups.
  • C. Miftah Muhammed K'eba
    Miftah Muhammed K'eba is a Libyan political figure who served in a top leadership role within the country's ruling party structure under Muammar Gaddafi.
  • D. Tarso Toussidé
    Tarso Toussidé is a large volcanic massif and one of the prominent peaks of the Tibesti Mountains in northern Chad.
  • E. Félix Malloum
    Félix Malloum was a Chadian military officer and politician who served as president of Chad in the 1970s, leading the country during a turbulent period marked by civil conflict and political instability.
  • 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_69ca84ceafd0819085828600e11bed6b completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdec6e016c81909ded2a16b839c405 completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300e06bbc8190a51f872eccac8f40 completed April 6, 2026, 12:40 a.m.
NEDg Description generation batch_69d30255c7408190a56764f3d3f36ee2 completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30343f4b081909eb80c772f6847bd completed April 6, 2026, 12:50 a.m.
Created at: March 30, 2026, 9:10 p.m.