Triple

T8591855
Position Surface form Disambiguated ID Type / Status
Subject Laitila E203445 entity
Predicate municipalManager P74109 FINISHED
Object Johanna Luukkonen
Johanna Luukkonen is a Finnish public administrator who has served as the municipal manager of the town of Laitila in Southwest Finland.
E745237 NE FINISHED

How this triple was built (5 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: Johanna Luukkonen | Statement: [Laitila, municipalManager, Johanna Luukkonen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johanna Luukkonen
Context triple: [Laitila, municipalManager, Johanna Luukkonen]
  • A. Aino Kallio
    Aino Kallio was the wife of renowned Finnish poet and national romantic figure Eino Leino.
  • B. Jenni Haukio
    Jenni Haukio is a Finnish poet and political scientist who served as the First Lady of Finland during Sauli Niinistö’s presidency.
  • C. Riikka Purra
    Riikka Purra is a Finnish politician from the Finns Party who has served as Finland’s Minister of Finance and is known for her hardline stance on immigration and economic policy.
  • D. Mari Leppänen
    Mari Leppänen is a Finnish Lutheran prelate who serves as a leading bishop in the Evangelical Lutheran Church of Finland.
  • E. Anne Leppälä-Nilsson
    Anne Leppälä-Nilsson is a Finnish politician who has served as the mayor of the city of Hämeenlinna.
  • 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: Johanna Luukkonen
Triple: [Laitila, municipalManager, Johanna Luukkonen]
Generated description
Johanna Luukkonen is a Finnish public administrator who has served as the municipal manager of the town of Laitila in Southwest Finland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johanna Luukkonen
Target entity description: Johanna Luukkonen is a Finnish public administrator who has served as the municipal manager of the town of Laitila in Southwest Finland.
  • A. Aino Kallio
    Aino Kallio was the wife of renowned Finnish poet and national romantic figure Eino Leino.
  • B. Jenni Haukio
    Jenni Haukio is a Finnish poet and political scientist who served as the First Lady of Finland during Sauli Niinistö’s presidency.
  • C. Riikka Purra
    Riikka Purra is a Finnish politician from the Finns Party who has served as Finland’s Minister of Finance and is known for her hardline stance on immigration and economic policy.
  • D. Mari Leppänen
    Mari Leppänen is a Finnish Lutheran prelate who serves as a leading bishop in the Evangelical Lutheran Church of Finland.
  • E. Anne Leppälä-Nilsson
    Anne Leppälä-Nilsson is a Finnish politician who has served as the mayor of the city of Hämeenlinna.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: municipalManager
Context triple: [Laitila, municipalManager, Johanna Luukkonen]
  • A. municipalKey
    Indicates a unique identifier that links an entity to a specific municipality within an administrative or geographic system.
  • B. municipality
    Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
  • C. municipalScope
    Indicates that something falls within the authority, jurisdiction, or functional domain of a municipality or local city government.
  • D. municipalRepresentation
    Indicates that one entity serves as the official municipal-level representative or governing body for another entity within a specific locality or jurisdiction.
  • E. districtAdministration chosen
    Indicates that an entity is responsible for managing, governing, or overseeing the administrative affairs of a specific district or local jurisdiction.
  • F. None of above.

Provenance (6 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_69ca832a7f108190b4e4f5648abf4aa2 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cc46c5e8888190b721e791c449b0df completed March 31, 2026, 10:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69cea8b584088190bc5b8b2785894d82 completed April 2, 2026, 5:34 p.m.
NEDg Description generation batch_69cea9cff1ec8190a0093fb42782341e completed April 2, 2026, 5:39 p.m.
NED2 Entity disambiguation (via description) batch_69ceaa9f7f8c8190965e86880ff141d5 completed April 2, 2026, 5:42 p.m.
PD Predicate disambiguation batch_69cc454504448190aaad2af8b17357cd completed March 31, 2026, 10:05 p.m.
Created at: March 30, 2026, 6:23 p.m.