Triple

T11980598
Position Surface form Disambiguated ID Type / Status
Subject David Hallberg E285146 entity
Predicate familyName P18 FINISHED
Object Hallberg
Hallberg is a surname of Swedish origin borne by various notable individuals across fields such as dance, literature, and politics.
 E958095 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: Hallberg | Statement: [David Hallberg, familyName, Hallberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hallberg
Context triple: [David Hallberg, familyName, Hallberg]
  • A. Hauke
    Hauke is a Germanic given name, particularly common in Northern Germany, that is cognate with the English name Hugh.
  • B. Pallmer
    Pallmer is an alternative spelling of the surname Palmour, associated with the same family name or lineage.
  • C. Larsen
    Larsen is a surname of Scandinavian origin borne by numerous notable individuals across fields such as literature, music, and sports.
  • D. Holm
    Holm is a small rural settlement in the Orkney Islands of Scotland, known for its coastal landscape and historic island community.
  • E. Hedebrant
    Hedebrant is a Swedish surname most notably borne by actor Kåre Hedebrant, known for his role in the film "Let the Right One In."
  • 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: Hallberg
Triple: [David Hallberg, familyName, Hallberg]
Generated description
Hallberg is a surname of Swedish origin borne by various notable individuals across fields such as dance, literature, and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hallberg
Target entity description: Hallberg is a surname of Swedish origin borne by various notable individuals across fields such as dance, literature, and politics.
  • A. Hauke
    Hauke is a Germanic given name, particularly common in Northern Germany, that is cognate with the English name Hugh.
  • B. Pallmer
    Pallmer is an alternative spelling of the surname Palmour, associated with the same family name or lineage.
  • C. Larsen
    Larsen is a surname of Scandinavian origin borne by numerous notable individuals across fields such as literature, music, and sports.
  • D. Holm
    Holm is a small rural settlement in the Orkney Islands of Scotland, known for its coastal landscape and historic island community.
  • E. Hedebrant
    Hedebrant is a Swedish surname most notably borne by actor Kåre Hedebrant, known for his role in the film "Let the Right One In."
  • 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_69d6ab2eaeb881909f7914758f859413 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90395a8788190bfbb3506c29e3825 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47209bd088190bf4c7687c0a5eed6 completed May 1, 2026, 9:27 a.m.
NEDg Description generation batch_69f47b7ac4048190ae09f18f1a90338f completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47db91f38819092b7b5c5e2bb489b completed May 1, 2026, 10:17 a.m.
Created at: April 8, 2026, 9:46 p.m.