Triple

T16240591
Position Surface form Disambiguated ID Type / Status
Subject University of Limoges E394232 entity
Predicate hasResearchUnit P1488 FINISHED
Object XLIM research institute
XLIM research institute is a French interdisciplinary research center in Limoges specializing in electronics, photonics, mathematics, and computer science.
 E1202270 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: XLIM research institute | Statement: [University of Limoges, hasResearchUnit, XLIM research institute]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: XLIM research institute
Context triple: [University of Limoges, hasResearchUnit, XLIM research institute]
  • A. LIM EMS consortium
    The LIM EMS consortium is a collaborative standards body that develops and maintains specifications for laboratory information management and environmental monitoring systems.
  • B. Adolphe Merkle Institute
    Adolphe Merkle Institute is a Swiss research center at the University of Fribourg specializing in interdisciplinary nanoscience and materials science.
  • C. ONERA
    ONERA is the French national aerospace research center, specializing in aeronautics, space, and defense technologies.
  • D. Lyon research center
    The Lyon research center is a major French Petroleum Institute facility specializing in research and development in petroleum, energy, and related technologies.
  • E. Toulouse Aerospace campus
    Toulouse Aerospace campus is a major higher-education and research hub in Toulouse dedicated to aeronautics, space, and related advanced technologies.
  • 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: XLIM research institute
Triple: [University of Limoges, hasResearchUnit, XLIM research institute]
Generated description
XLIM research institute is a French interdisciplinary research center in Limoges specializing in electronics, photonics, mathematics, and computer science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: XLIM research institute
Target entity description: XLIM research institute is a French interdisciplinary research center in Limoges specializing in electronics, photonics, mathematics, and computer science.
  • A. LIM EMS consortium
    The LIM EMS consortium is a collaborative standards body that develops and maintains specifications for laboratory information management and environmental monitoring systems.
  • B. Adolphe Merkle Institute
    Adolphe Merkle Institute is a Swiss research center at the University of Fribourg specializing in interdisciplinary nanoscience and materials science.
  • C. ONERA
    ONERA is the French national aerospace research center, specializing in aeronautics, space, and defense technologies.
  • D. Lyon research center
    The Lyon research center is a major French Petroleum Institute facility specializing in research and development in petroleum, energy, and related technologies.
  • E. Toulouse Aerospace campus
    Toulouse Aerospace campus is a major higher-education and research hub in Toulouse dedicated to aeronautics, space, and related advanced technologies.
  • 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_69d87f2171208190951025e526947816 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2455e1ce08190b97e2ab3e8c6d535 completed April 17, 2026, 2:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a000edd1ed08190aa0211c3b17a918e completed May 10, 2026, 4:51 a.m.
NEDg Description generation batch_6a00108fdda88190bf510d04f4cc73f1 completed May 10, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_6a0011559b748190ad406263889514a4 completed May 10, 2026, 5:02 a.m.
Created at: April 10, 2026, 5:04 a.m.