Triple

T12938521
Position Surface form Disambiguated ID Type / Status
Subject LDLC E309577 entity
Predicate hasBrand P1500 FINISHED
Object LDLC School
LDLC School is a French higher education institution created by the LDLC Group that specializes in digital and tech-oriented business and management training.
 E1011162 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: LDLC School | Statement: [LDLC, hasBrand, LDLC School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LDLC School
Context triple: [LDLC, hasBrand, LDLC School]
  • A. École
    École is a small French village located in the Massif des Bauges mountain range in southeastern France.
  • B. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. La Lumiere School
    La Lumiere School is a prominent college-preparatory boarding and day school in Indiana known for its nationally competitive boys’ basketball program.
  • D. D School
    D School is the popular nickname for the Delhi School of Economics, a premier postgraduate institution for economics and related social sciences at the University of Delhi.
  • E. Scuol
    Scuol is a Swiss alpine village in the Lower Engadine region of the canton of Graubünden, known for its mineral springs, traditional Romansh culture, and mountain tourism.
  • 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: LDLC School
Triple: [LDLC, hasBrand, LDLC School]
Generated description
LDLC School is a French higher education institution created by the LDLC Group that specializes in digital and tech-oriented business and management training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LDLC School
Target entity description: LDLC School is a French higher education institution created by the LDLC Group that specializes in digital and tech-oriented business and management training.
  • A. École
    École is a small French village located in the Massif des Bauges mountain range in southeastern France.
  • B. Lab Schools
    Lab Schools is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. La Lumiere School
    La Lumiere School is a prominent college-preparatory boarding and day school in Indiana known for its nationally competitive boys’ basketball program.
  • D. D School
    D School is the popular nickname for the Delhi School of Economics, a premier postgraduate institution for economics and related social sciences at the University of Delhi.
  • E. Scuol
    Scuol is a Swiss alpine village in the Lower Engadine region of the canton of Graubünden, known for its mineral springs, traditional Romansh culture, and mountain tourism.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97dc8c0848190946e109ec98e4479 completed April 10, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af6ef89881908ec3138b9f4a8b1a completed May 3, 2026, 2:14 a.m.
NEDg Description generation batch_69f6b0660b188190a67bfff73b882d92 completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b1aa191081908266128776a2147a completed May 3, 2026, 2:23 a.m.
Created at: April 9, 2026, 5:43 p.m.