Triple

T21661772
Position Surface form Disambiguated ID Type / Status
Subject Beirut Governorate E534610 entity
Predicate contains P35 FINISHED
Object Hamra district
Hamra district is a vibrant commercial and cultural neighborhood in Beirut, Lebanon, known for its bustling main street, cafes, shops, and proximity to major universities.
E1495634 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: Hamra district | Statement: [Beirut Governorate, contains, Hamra district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hamra district
Context triple: [Beirut Governorate, contains, Hamra district]
  • A. Hadrut District
    Hadrut District was an administrative district in the former Nagorno-Karabakh Autonomous Oblast, centered on the town of Hadrut and known for its predominantly ethnic Armenian population.
  • B. Sumqayit District
    Sumqayit District is an administrative region in Azerbaijan centered around the industrial city of Sumqayit on the Caspian Sea coast.
  • C. Karmouz district
    Karmouz district is a historic area in Alexandria, Egypt, known for encompassing important archaeological sites such as the Catacombs of Kom El Shoqafa.
  • D. Khanaqin District
    Khanaqin District is an administrative district in eastern Iraq known for its ethnically diverse population and strategic location near the Iranian border.
  • E. Baraawe District
    Baraawe District is an administrative district in southern Somalia centered around the coastal town of Baraawe in the Lower Shabelle 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: Hamra district
Triple: [Beirut Governorate, contains, Hamra district]
Generated description
Hamra district is a vibrant commercial and cultural neighborhood in Beirut, Lebanon, known for its bustling main street, cafes, shops, and proximity to major universities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hamra district
Target entity description: Hamra district is a vibrant commercial and cultural neighborhood in Beirut, Lebanon, known for its bustling main street, cafes, shops, and proximity to major universities.
  • A. Hadrut District
    Hadrut District was an administrative district in the former Nagorno-Karabakh Autonomous Oblast, centered on the town of Hadrut and known for its predominantly ethnic Armenian population.
  • B. Sumqayit District
    Sumqayit District is an administrative region in Azerbaijan centered around the industrial city of Sumqayit on the Caspian Sea coast.
  • C. Karmouz district
    Karmouz district is a historic area in Alexandria, Egypt, known for encompassing important archaeological sites such as the Catacombs of Kom El Shoqafa.
  • D. Khanaqin District
    Khanaqin District is an administrative district in eastern Iraq known for its ethnically diverse population and strategic location near the Iranian border.
  • E. Baraawe District
    Baraawe District is an administrative district in southern Somalia centered around the coastal town of Baraawe in the Lower Shabelle 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_69e0c467e1f48190af2650b19175abc4 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef6c0883d481908dfdc66832c34d74 completed April 27, 2026, 2 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a159e783081908b025a92bfa658c9 completed May 17, 2026, 7:23 p.m.
NEDg Description generation batch_6a0a16c278188190855335930666cede completed May 17, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_6a0a17a2c81481908e229ea58e61843e completed May 17, 2026, 7:31 p.m.
Created at: April 16, 2026, 6:36 p.m.