Triple

T2976895
Position Surface form Disambiguated ID Type / Status
Subject Albigensian Crusade E80419 entity
Predicate belligerent P375 FINISHED
Object lords of Languedoc
The lords of Languedoc were the regional nobility of southern France whose territories and autonomy were central to the conflicts and power struggles of the early 13th century.
E316480 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: lords of Languedoc | Statement: [Albigensian Crusade, belligerent, lords of Languedoc]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: lords of Languedoc
Context triple: [Albigensian Crusade, belligerent, lords of Languedoc]
  • A. Lord of Montpellier
    Lord of Montpellier was a medieval feudal title associated with the rule of the important commercial and cultural city of Montpellier in southern France.
  • B. La Conquête de Plassans
    La Conquête de Plassans is a naturalist novel by Émile Zola, part of his Rougon-Macquart series, that explores political and religious intrigue in a small Provençal town during the Second Empire.
  • C. Roman de Rou
    Roman de Rou is a 12th-century Norman-French verse chronicle by Wace that recounts the history and deeds of the dukes of Normandy, including William the Conqueror.
  • D. La Curée
    La Curée is a naturalist novel by Émile Zola that explores greed, corruption, and moral decay among Parisian high society during France’s Second Empire.
  • E. The Lady of Lyons
    The Lady of Lyons is a popular 1838 romantic melodrama by Edward Bulwer-Lytton, centered on love, pride, and social class in post-Napoleonic France.
  • 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: lords of Languedoc
Triple: [Albigensian Crusade, belligerent, lords of Languedoc]
Generated description
The lords of Languedoc were the regional nobility of southern France whose territories and autonomy were central to the conflicts and power struggles of the early 13th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: lords of Languedoc
Target entity description: The lords of Languedoc were the regional nobility of southern France whose territories and autonomy were central to the conflicts and power struggles of the early 13th century.
  • A. Lord of Montpellier
    Lord of Montpellier was a medieval feudal title associated with the rule of the important commercial and cultural city of Montpellier in southern France.
  • B. La Conquête de Plassans
    La Conquête de Plassans is a naturalist novel by Émile Zola, part of his Rougon-Macquart series, that explores political and religious intrigue in a small Provençal town during the Second Empire.
  • C. Roman de Rou
    Roman de Rou is a 12th-century Norman-French verse chronicle by Wace that recounts the history and deeds of the dukes of Normandy, including William the Conqueror.
  • D. La Curée
    La Curée is a naturalist novel by Émile Zola that explores greed, corruption, and moral decay among Parisian high society during France’s Second Empire.
  • E. The Lady of Lyons
    The Lady of Lyons is a popular 1838 romantic melodrama by Edward Bulwer-Lytton, centered on love, pride, and social class in post-Napoleonic France.
  • 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_69ad8b15f6ac8190be5fd16a33edcb4f completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad998c589c8190b4530f3fb8975187 completed March 8, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b108ecef788190ad40dba81f1036c6 completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b1095e85e48190abda38be8ad45599 completed March 11, 2026, 6:19 a.m.
NED2 Entity disambiguation (via description) batch_69b10d2d99ac8190909dd37ccffa4820 completed March 11, 2026, 6:35 a.m.
Created at: March 8, 2026, 2:58 p.m.