Triple

T16460343
Position Surface form Disambiguated ID Type / Status
Subject Belp E399788 entity
Predicate hasNeighboringMunicipality P224 FINISHED
Object Wald BE
Wald BE is a municipality in the canton of Bern in Switzerland, located in the Bern-Mittelland administrative district.
E1214874 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: Wald BE | Statement: [Belp, hasNeighboringMunicipality, Wald BE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wald BE
Context triple: [Belp, hasNeighboringMunicipality, Wald BE]
  • A. Wald
    Wald is a surname most notably associated with Abraham Wald, a pioneering statistician known for his work on statistical decision theory and survivorship bias during World War II.
  • B. WF-WAL
    WF-WAL is the ISO 3166-2 subdivision code assigned to Wallis (ʻUvea), one of the main island groups of the French overseas collectivity of Wallis and Futuna in the South Pacific.
  • C. BEAC
    BEAC is the central bank responsible for issuing currency and conducting monetary policy for the countries of the Central African Economic and Monetary Community (CEMAC).
  • D. WLD
    WLD is the native cryptocurrency token of the Worldcoin project, used for governance, incentives, and participation within its identity and financial ecosystem.
  • E. WAL
    WAL is the official FIFA country code used to represent the Wales national football team in international competitions and records.
  • 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: Wald BE
Triple: [Belp, hasNeighboringMunicipality, Wald BE]
Generated description
Wald BE is a municipality in the canton of Bern in Switzerland, located in the Bern-Mittelland administrative district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wald BE
Target entity description: Wald BE is a municipality in the canton of Bern in Switzerland, located in the Bern-Mittelland administrative district.
  • A. Wald
    Wald is a surname most notably associated with Abraham Wald, a pioneering statistician known for his work on statistical decision theory and survivorship bias during World War II.
  • B. WF-WAL
    WF-WAL is the ISO 3166-2 subdivision code assigned to Wallis (ʻUvea), one of the main island groups of the French overseas collectivity of Wallis and Futuna in the South Pacific.
  • C. BEAC
    BEAC is the central bank responsible for issuing currency and conducting monetary policy for the countries of the Central African Economic and Monetary Community (CEMAC).
  • D. WLD
    WLD is the native cryptocurrency token of the Worldcoin project, used for governance, incentives, and participation within its identity and financial ecosystem.
  • E. WAL
    WAL is the official FIFA country code used to represent the Wales national football team in international competitions and records.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32d80e66c8190b2b3199efe9cfaa1 completed April 18, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f53aff081909a75de6672f15f0e completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0050a0f5b081908417c6062b1f50cc completed May 10, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_6a00517b7b1c819098118fdbe03eb010 completed May 10, 2026, 9:35 a.m.
Created at: April 10, 2026, 5:10 a.m.