Triple

T10485139
Position Surface form Disambiguated ID Type / Status
Subject Abdurrahim El-Keib E247275 entity
Predicate familyName P18 FINISHED
Object El-Keib
El-Keib is the surname of Abdurrahim El-Keib, a Libyan academic and politician who served as interim Prime Minister of Libya after the 2011 civil war.
E865675 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: El-Keib | Statement: [Abdurrahim El-Keib, familyName, El-Keib]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: El-Keib
Context triple: [Abdurrahim El-Keib, familyName, El-Keib]
  • A. Al-Ouja
    Al-Ouja is a village near Tikrit in Iraq, best known as the birthplace of former Iraqi president Saddam Hussein.
  • B. El Hajeb
    El Hajeb is a town and provincial capital in northern Morocco, situated in the Fès-Meknès region.
  • C. Berket El Sab
    Berket El Sab is a city in Egypt’s Nile Delta region, located within the Monufia Governorate.
  • D. Beni Khiar
    Beni Khiar is a coastal town in northeastern Tunisia known for its beaches, agriculture, and role as a local commercial center.
  • E. Belqas
    Belqas is a notable city in Egypt’s Dakahlia Governorate, recognized as an important local urban and administrative center in the Nile Delta region.
  • 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: El-Keib
Triple: [Abdurrahim El-Keib, familyName, El-Keib]
Generated description
El-Keib is the surname of Abdurrahim El-Keib, a Libyan academic and politician who served as interim Prime Minister of Libya after the 2011 civil war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: El-Keib
Target entity description: El-Keib is the surname of Abdurrahim El-Keib, a Libyan academic and politician who served as interim Prime Minister of Libya after the 2011 civil war.
  • A. Al-Ouja
    Al-Ouja is a village near Tikrit in Iraq, best known as the birthplace of former Iraqi president Saddam Hussein.
  • B. El Hajeb
    El Hajeb is a town and provincial capital in northern Morocco, situated in the Fès-Meknès region.
  • C. Berket El Sab
    Berket El Sab is a city in Egypt’s Nile Delta region, located within the Monufia Governorate.
  • D. Beni Khiar
    Beni Khiar is a coastal town in northeastern Tunisia known for its beaches, agriculture, and role as a local commercial center.
  • E. Belqas
    Belqas is a notable city in Egypt’s Dakahlia Governorate, recognized as an important local urban and administrative center in the Nile Delta region.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d50968a0bc8190a18ba24eb37431d9 completed April 7, 2026, 1:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8a03c647c81909521fee4a66ec8ac completed April 10, 2026, 7:01 a.m.
NEDg Description generation batch_69d8a45e5a108190ba8e6ba4af858b19 completed April 10, 2026, 7:18 a.m.
NED2 Entity disambiguation (via description) batch_69d8a890c6b081908e57cc74f18d788b completed April 10, 2026, 7:36 a.m.
Created at: April 6, 2026, 12:23 p.m.