Triple

T10642937
Position Surface form Disambiguated ID Type / Status
Subject Finno-Ugric peoples E250767 entity
Predicate hasMember P10 FINISHED
Object Luds
Luds are a small Finno-Ugric ethnic group traditionally inhabiting parts of northwestern Russia, with their own Uralic language and distinct cultural traditions.
 E877897 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: Luds | Statement: [Finno-Ugric peoples, hasMember, Luds]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Luds
Context triple: [Finno-Ugric peoples, hasMember, Luds]
  • A. Ludes
    Ludes is a wine-producing village in France’s Champagne region, known for its vineyards on the Montagne de Reims.
  • B. Ludens
    Ludens is the futuristic, spacesuit-clad mascot character of Kojima Productions, prominently featured in the studio’s branding and promotional materials.
  • C. Lud
    Lud is a decayed, trap-filled city in Stephen King’s The Dark Tower series, known for its warring factions, ancient technology, and pervasive atmosphere of ruin.
  • D. LUD
    LUD is the IATA airport code for Lüderitz Airport, a regional airport serving the coastal town of Lüderitz in Namibia.
  • E. Ladurlad
    Ladurlad is a central heroic figure in Robert Southey's epic poem "The Curse of Kehama," known for enduring a supernatural curse that renders him sleepless and invulnerable.
  • 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: Luds
Triple: [Finno-Ugric peoples, hasMember, Luds]
Generated description
Luds are a small Finno-Ugric ethnic group traditionally inhabiting parts of northwestern Russia, with their own Uralic language and distinct cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Luds
Target entity description: Luds are a small Finno-Ugric ethnic group traditionally inhabiting parts of northwestern Russia, with their own Uralic language and distinct cultural traditions.
  • A. Ludes
    Ludes is a wine-producing village in France’s Champagne region, known for its vineyards on the Montagne de Reims.
  • B. Ludens
    Ludens is the futuristic, spacesuit-clad mascot character of Kojima Productions, prominently featured in the studio’s branding and promotional materials.
  • C. Lud
    Lud is a decayed, trap-filled city in Stephen King’s The Dark Tower series, known for its warring factions, ancient technology, and pervasive atmosphere of ruin.
  • D. LUD
    LUD is the IATA airport code for Lüderitz Airport, a regional airport serving the coastal town of Lüderitz in Namibia.
  • E. Ladurlad
    Ladurlad is a central heroic figure in Robert Southey's epic poem "The Curse of Kehama," known for enduring a supernatural curse that renders him sleepless and invulnerable.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfcf65fc81909a0c86daefaab1ab completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69d97a4555e48190be39c0a7698b4282 completed April 10, 2026, 10:31 p.m.
NEDg Description generation batch_69d97cc07100819088683a0d79b2baa0 completed April 10, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69d97e0cda0c8190af5013b971b2ad3c completed April 10, 2026, 10:47 p.m.
Created at: April 8, 2026, 9:05 p.m.