Triple

T13156624
Position Surface form Disambiguated ID Type / Status
Subject Thomas Hammarberg E312605 entity
Predicate familyName P18 FINISHED
Object Hammarberg
Hammarberg is a Swedish surname most notably associated with human rights advocate and former Council of Europe Commissioner for Human Rights Thomas Hammarberg.
E1025940 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: Hammarberg | Statement: [Thomas Hammarberg, familyName, Hammarberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hammarberg
Context triple: [Thomas Hammarberg, familyName, Hammarberg]
  • A. Eidsberg
    Eidsberg is a former municipality and rural town area in southeastern Norway, historically part of Østfold county and known for its agricultural landscape and cultural heritage.
  • B. Torgelow
    Torgelow is a small town in northeastern Germany’s Mecklenburg-Vorpommern region, known for its historical ironworks and surrounding forests and lakes.
  • C. Karlbo
    Karlbo is a small locality in Sweden best known as the birthplace of Nobel Prize–winning poet Erik Axel Karlfeldt.
  • D. Havelberg
    Havelberg is a small historic town in Saxony-Anhalt, Germany, known for its medieval cathedral and location at the confluence of the Havel and Elbe rivers.
  • E. Kalmar
    Kalmar is a historic coastal city in southeastern Sweden known for its medieval castle, role in the Kalmar Union, and connection to the island of Öland.
  • 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: Hammarberg
Triple: [Thomas Hammarberg, familyName, Hammarberg]
Generated description
Hammarberg is a Swedish surname most notably associated with human rights advocate and former Council of Europe Commissioner for Human Rights Thomas Hammarberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hammarberg
Target entity description: Hammarberg is a Swedish surname most notably associated with human rights advocate and former Council of Europe Commissioner for Human Rights Thomas Hammarberg.
  • A. Eidsberg
    Eidsberg is a former municipality and rural town area in southeastern Norway, historically part of Østfold county and known for its agricultural landscape and cultural heritage.
  • B. Torgelow
    Torgelow is a small town in northeastern Germany’s Mecklenburg-Vorpommern region, known for its historical ironworks and surrounding forests and lakes.
  • C. Karlbo
    Karlbo is a small locality in Sweden best known as the birthplace of Nobel Prize–winning poet Erik Axel Karlfeldt.
  • D. Havelberg
    Havelberg is a small historic town in Saxony-Anhalt, Germany, known for its medieval cathedral and location at the confluence of the Havel and Elbe rivers.
  • E. Kalmar
    Kalmar is a historic coastal city in southeastern Sweden known for its medieval castle, role in the Kalmar Union, and connection to the island of Öland.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c084028819093bc4e94d53b4f17 completed April 10, 2026, 11:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6f5df07ec8190be64ed80d7e220b7 completed May 3, 2026, 7:14 a.m.
NEDg Description generation batch_69f6f694f8c48190adce4cddbf63777f completed May 3, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69f6f7d8bfa0819097b3d9175bc56933 completed May 3, 2026, 7:23 a.m.
Created at: April 9, 2026, 9:12 p.m.