Triple

T7115125
Position Surface form Disambiguated ID Type / Status
Subject Samokov E165798 entity
Predicate historicalRegion P915 FINISHED
Object Samokov Valley
Samokov Valley is a historical region in western Bulgaria known for its mountainous landscape and long tradition of mining and metalworking.
E641804 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: Samokov Valley | Statement: [Samokov, historicalRegion, Samokov Valley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samokov Valley
Context triple: [Samokov, historicalRegion, Samokov Valley]
  • A. Demänovská Valley
    Demänovská Valley is a popular mountain valley in northern Slovakia known for its scenic landscapes, ski resort Jasná, and extensive cave systems such as Demänovská Cave of Liberty and Demänovská Ice Cave.
  • B. Vekol Valley
    Vekol Valley is a desert valley in south-central Arizona known for its rugged Sonoran Desert landscape and remote, undeveloped character within the Sonoran Desert National Monument.
  • C. Ounila Valley
    The Ounila Valley is a scenic river valley in southern Morocco known for its traditional Berber villages, kasbahs, and dramatic desert-mountain landscapes along the historic caravan route between Ouarzazate and Marrakesh.
  • D. Surses valley
    The Surses valley is a high Alpine valley in the canton of Graubünden, Switzerland, known for its Romansh-speaking communities, traditional villages, and mountain landscapes.
  • E. Timok River valley
    The Timok River valley is a geographic region in eastern Serbia and western Bulgaria known for its river basin, fertile lowlands, and role as a natural corridor between the Balkan Mountains and the Danube.
  • 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: Samokov Valley
Triple: [Samokov, historicalRegion, Samokov Valley]
Generated description
Samokov Valley is a historical region in western Bulgaria known for its mountainous landscape and long tradition of mining and metalworking.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samokov Valley
Target entity description: Samokov Valley is a historical region in western Bulgaria known for its mountainous landscape and long tradition of mining and metalworking.
  • A. Demänovská Valley
    Demänovská Valley is a popular mountain valley in northern Slovakia known for its scenic landscapes, ski resort Jasná, and extensive cave systems such as Demänovská Cave of Liberty and Demänovská Ice Cave.
  • B. Vekol Valley
    Vekol Valley is a desert valley in south-central Arizona known for its rugged Sonoran Desert landscape and remote, undeveloped character within the Sonoran Desert National Monument.
  • C. Ounila Valley
    The Ounila Valley is a scenic river valley in southern Morocco known for its traditional Berber villages, kasbahs, and dramatic desert-mountain landscapes along the historic caravan route between Ouarzazate and Marrakesh.
  • D. Surses valley
    The Surses valley is a high Alpine valley in the canton of Graubünden, Switzerland, known for its Romansh-speaking communities, traditional villages, and mountain landscapes.
  • E. Timok River valley
    The Timok River valley is a geographic region in eastern Serbia and western Bulgaria known for its river basin, fertile lowlands, and role as a natural corridor between the Balkan Mountains and the Danube.
  • 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_69c6888227bc8190a1394679e3116f90 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5f401b881909ef4c2ab1e0750db completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbfc7a08190ab07f3d65aa79f16 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d0215888190b0e59c2584358a05 completed March 28, 2026, 9:18 a.m.
NED2 Entity disambiguation (via description) batch_69c79d63b6dc8190b3b52ef6566ba490 completed March 28, 2026, 9:20 a.m.
Created at: March 27, 2026, 2:43 p.m.