Triple

T23014144
Position Surface form Disambiguated ID Type / Status
Subject Pleven Province E572984 entity
Predicate hasSettlement P1068 FINISHED
Object Gulyantsi
Gulyantsi is a small town in northern Bulgaria situated along the Danube River within Pleven Province.
E1567215 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: Gulyantsi | Statement: [Pleven Province, hasSettlement, Gulyantsi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gulyantsi
Context triple: [Pleven Province, hasSettlement, Gulyantsi]
  • A. Shekini
    Shekini is a popular Afrobeat/dancehall song by Nigerian music duo P-Square known for its energetic rhythm and club-friendly vibe.
  • B. Maysalun
    Maysalun is a mountainous area in southwestern Syria best known as the site of the 1920 Battle of Maysalun between Syrian forces and the French army.
  • C. Shughni
    Shughni is an Eastern Iranian language spoken primarily in the Badakhshan region of Tajikistan and Afghanistan, known for its use among the Shughni people in the Pamir Mountains.
  • D. Barya
    Barya is an alternative name for the Nara people, an ethnic group primarily inhabiting parts of Eritrea.
  • E. Letnitsa
    Letnitsa is a small town and municipality in northern Bulgaria known for its proximity to the Devetashka Cave and other natural attractions.
  • 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: Gulyantsi
Triple: [Pleven Province, hasSettlement, Gulyantsi]
Generated description
Gulyantsi is a small town in northern Bulgaria situated along the Danube River within Pleven Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gulyantsi
Target entity description: Gulyantsi is a small town in northern Bulgaria situated along the Danube River within Pleven Province.
  • A. Shekini
    Shekini is a popular Afrobeat/dancehall song by Nigerian music duo P-Square known for its energetic rhythm and club-friendly vibe.
  • B. Maysalun
    Maysalun is a mountainous area in southwestern Syria best known as the site of the 1920 Battle of Maysalun between Syrian forces and the French army.
  • C. Shughni
    Shughni is an Eastern Iranian language spoken primarily in the Badakhshan region of Tajikistan and Afghanistan, known for its use among the Shughni people in the Pamir Mountains.
  • D. Barya
    Barya is an alternative name for the Nara people, an ethnic group primarily inhabiting parts of Eritrea.
  • E. Letnitsa
    Letnitsa is a small town and municipality in northern Bulgaria known for its proximity to the Devetashka Cave and other natural attractions.
  • 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_69e245b764cc8190a51be76f1d9611e1 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f183e3c0e08190a7ac747b056ec3ca completed April 29, 2026, 4:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bf2a81a7881908b46ee8b29640fc4 completed May 19, 2026, 5:18 a.m.
NEDg Description generation batch_6a0bfcc5fc7081908787af96b3aa631f completed May 19, 2026, 6:01 a.m.
NED2 Entity disambiguation (via description) batch_6a0bfd5231248190a98dce79d7473902 completed May 19, 2026, 6:04 a.m.
Created at: April 17, 2026, 3:51 p.m.