Triple

T20845648
Position Surface form Disambiguated ID Type / Status
Subject Kairouan Governorate E513217 entity
Predicate hasMajorCity P316 FINISHED
Object Haffouz
Haffouz is a town in central Tunisia known for its agricultural surroundings and location within the Kairouan Governorate.
E1453394 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: Haffouz | Statement: [Kairouan Governorate, hasMajorCity, Haffouz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Haffouz
Context triple: [Kairouan Governorate, hasMajorCity, Haffouz]
  • A. El Fahs
    El Fahs is a town in northeastern Tunisia known for its proximity to the ancient Roman site of Thuburbo Majus and its role as a local agricultural and transport center.
  • B. Hassouna
    Hassouna is an Arabic family name commonly borne by individuals from the Middle East and North Africa.
  • C. El Hadaba
    El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
  • D. Azeffoun
    Azeffoun is a coastal town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • E. Mansourr
    Mansourr is an alternative spelling of the Arabic given name and surname "Mansour," which is commonly used across the Middle East and North Africa.
  • 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: Haffouz
Triple: [Kairouan Governorate, hasMajorCity, Haffouz]
Generated description
Haffouz is a town in central Tunisia known for its agricultural surroundings and location within the Kairouan Governorate.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Haffouz
Target entity description: Haffouz is a town in central Tunisia known for its agricultural surroundings and location within the Kairouan Governorate.
  • A. El Fahs
    El Fahs is a town in northeastern Tunisia known for its proximity to the ancient Roman site of Thuburbo Majus and its role as a local agricultural and transport center.
  • B. Hassouna
    Hassouna is an Arabic family name commonly borne by individuals from the Middle East and North Africa.
  • C. El Hadaba
    El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
  • D. Azeffoun
    Azeffoun is a coastal town and commune in northern Algeria, located in the Kabylie region within Tizi Ouzou Province.
  • E. Mansourr
    Mansourr is an alternative spelling of the Arabic given name and surname "Mansour," which is commonly used across the Middle East and North Africa.
  • 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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c34ec254819082610264c7af20c8 completed April 21, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b03b5588190a98681307f32946f completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090b872f58819087803faf1293f1b7 completed May 17, 2026, 12:27 a.m.
NED2 Entity disambiguation (via description) batch_6a090c57aef48190978b5fe94dd4feab completed May 17, 2026, 12:31 a.m.
Created at: April 16, 2026, 12:43 p.m.