Triple

T3455797
Position Surface form Disambiguated ID Type / Status
Subject Macugnaga E72900 entity
Predicate hasHamlet P12354 FINISHED
Object Staffa
Staffa is a small alpine hamlet that forms part of the mountain village and ski resort area of Macugnaga in northern Italy.
 E359117 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: Staffa | Statement: [Macugnaga, hasHamlet, Staffa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Staffa
Context triple: [Macugnaga, hasHamlet, Staffa]
  • A. Staffa
    Staffa is a small uninhabited Scottish island in the Inner Hebrides, famed for its striking hexagonal basalt columns and the sea cave known as Fingal’s Cave.
  • B. Stange
    Stange is a rural municipality in Innlandet county, Norway, known for its agricultural landscape and proximity to the town of Hamar.
  • C. Tain
    Tain is a historic town in the Highlands of Scotland, known as one of the country’s oldest royal burghs and a regional administrative and judicial center.
  • D. Keills
    Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
  • E. Stryama
    Stryama is a river in Bulgaria that flows through the central part of the country before joining the Maritsa River.
  • 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: Staffa
Triple: [Macugnaga, hasHamlet, Staffa]
Generated description
Staffa is a small alpine hamlet that forms part of the mountain village and ski resort area of Macugnaga in northern Italy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Staffa
Target entity description: Staffa is a small alpine hamlet that forms part of the mountain village and ski resort area of Macugnaga in northern Italy.
  • A. Staffa
    Staffa is a small uninhabited Scottish island in the Inner Hebrides, famed for its striking hexagonal basalt columns and the sea cave known as Fingal’s Cave.
  • B. Stange
    Stange is a rural municipality in Innlandet county, Norway, known for its agricultural landscape and proximity to the town of Hamar.
  • C. Tain
    Tain is a historic town in the Highlands of Scotland, known as one of the country’s oldest royal burghs and a regional administrative and judicial center.
  • D. Keills
    Keills is a small village on the Scottish island of Islay, known for its rural coastal setting within the Inner Hebrides.
  • E. Stryama
    Stryama is a river in Bulgaria that flows through the central part of the country before joining the Maritsa River.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbaa77b9c81909376a5995cdaf6ac completed March 8, 2026, 6:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b361014b1c81909b6db97ec2395b73 completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b36200bc988190b5883c21b8bba5bc completed March 13, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69b36264b39481909e8255c3af92c977 completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:16 p.m.