Triple

T11197122
Position Surface form Disambiguated ID Type / Status
Subject Arms and the Man E264950 entity
Predicate mainCharacter P1183 FINISHED
Object Louka
Louka is a sharp-witted, ambitious maid in George Bernard Shaw’s play "Arms and the Man," whose defiance of social class expectations drives much of the drama and satire.
 E909452 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: Louka | Statement: [Arms and the Man, mainCharacter, Louka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louka
Context triple: [Arms and the Man, mainCharacter, Louka]
  • A. Lela
    Lela is a feminine given name used in various cultures, often as a variant of Leila or Layla.
  • B. Luda
    Luda is a nickname for Christopher Brian Bridges, better known as the American rapper and actor Ludacris.
  • C. Lujza
    Lujza is a given name, primarily used in Central and Eastern Europe, that corresponds to the name Luisa or Louise in other languages.
  • D. Leova
    Leova is a small town in southwestern Moldova known for its location near the border with Romania and its position along the Prut River.
  • E. Lovat
    Lovat is the traditional Highland estate in Inverness-shire that served as the ancestral seat of Clan Fraser of Lovat in Scotland.
  • 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: Louka
Triple: [Arms and the Man, mainCharacter, Louka]
Generated description
Louka is a sharp-witted, ambitious maid in George Bernard Shaw’s play "Arms and the Man," whose defiance of social class expectations drives much of the drama and satire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louka
Target entity description: Louka is a sharp-witted, ambitious maid in George Bernard Shaw’s play "Arms and the Man," whose defiance of social class expectations drives much of the drama and satire.
  • A. Lela
    Lela is a feminine given name used in various cultures, often as a variant of Leila or Layla.
  • B. Luda
    Luda is a nickname for Christopher Brian Bridges, better known as the American rapper and actor Ludacris.
  • C. Lujza
    Lujza is a given name, primarily used in Central and Eastern Europe, that corresponds to the name Luisa or Louise in other languages.
  • D. Leova
    Leova is a small town in southwestern Moldova known for its location near the border with Romania and its position along the Prut River.
  • E. Lovat
    Lovat is the traditional Highland estate in Inverness-shire that served as the ancestral seat of Clan Fraser of Lovat in Scotland.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8c082fc8190866c574f698b59ef completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4840640688190a5b3c36883b8fce8 completed April 19, 2026, 7:28 a.m.
NEDg Description generation batch_69e48718731c819084ae4ab94e79ca29 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e487f99abc8190a789286a4fc13eff completed April 19, 2026, 7:44 a.m.
Created at: April 8, 2026, 9:29 p.m.