Triple

T9270584
Position Surface form Disambiguated ID Type / Status
Subject Monufia Governorate E222813 entity
Predicate hasCity P316 FINISHED
Object Ashmoun
Ashmoun is a city in Egypt’s Nile Delta region, situated within the Monufia Governorate and serving as a local urban and commercial center.
 E789056 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: Ashmoun | Statement: [Monufia Governorate, hasCity, Ashmoun]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ashmoun
Context triple: [Monufia Governorate, hasCity, Ashmoun]
  • A. Beni-Amir
    Beni-Amir is a subgroup of the Beja people, an Afro-Asiatic ethnic group traditionally inhabiting regions of northeastern Africa such as Sudan and Eritrea.
  • B. Shammua
    Shammua is a biblical figure mentioned in the Old Testament, known primarily as one of the sons of David.
  • C. Orabi
    Orabi is a central Cairo Metro station on Line 1, located in downtown Cairo near major commercial and administrative areas.
  • D. Asahd
    Asahd is the son of music producer DJ Khaled, known for his frequent appearances in media and on his father's albums and social platforms from a very young age.
  • E. Tahawus
    Tahawus is a remote hamlet in New York’s Adirondack Mountains known for its historic iron mining operations and proximity to High Peaks wilderness areas.
  • 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: Ashmoun
Triple: [Monufia Governorate, hasCity, Ashmoun]
Generated description
Ashmoun is a city in Egypt’s Nile Delta region, situated within the Monufia Governorate and serving as a local urban and commercial center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ashmoun
Target entity description: Ashmoun is a city in Egypt’s Nile Delta region, situated within the Monufia Governorate and serving as a local urban and commercial center.
  • A. Beni-Amir
    Beni-Amir is a subgroup of the Beja people, an Afro-Asiatic ethnic group traditionally inhabiting regions of northeastern Africa such as Sudan and Eritrea.
  • B. Shammua
    Shammua is a biblical figure mentioned in the Old Testament, known primarily as one of the sons of David.
  • C. Orabi
    Orabi is a central Cairo Metro station on Line 1, located in downtown Cairo near major commercial and administrative areas.
  • D. Asahd
    Asahd is the son of music producer DJ Khaled, known for his frequent appearances in media and on his father's albums and social platforms from a very young age.
  • E. Tahawus
    Tahawus is a remote hamlet in New York’s Adirondack Mountains known for its historic iron mining operations and proximity to High Peaks wilderness areas.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd078525308190abfb883123742d3f completed April 1, 2026, 11:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c2ca500819083ef4aa37f3e3a7f completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09d5047e8819082dbb2e44547b41c completed April 4, 2026, 5:10 a.m.
NED2 Entity disambiguation (via description) batch_69d09dec544c819095e2109d5e1671d3 completed April 4, 2026, 5:13 a.m.
Created at: March 30, 2026, 7:33 p.m.