Triple

T6970800
Position Surface form Disambiguated ID Type / Status
Subject Hindustan Aeronautics Limited E161591 entity
Predicate hasDivision P35 FINISHED
Object MRO Division
MRO Division is a specialized unit of Hindustan Aeronautics Limited responsible for maintenance, repair, and overhaul services for aircraft and aerospace systems.
E633257 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: MRO Division | Statement: [Hindustan Aeronautics Limited, hasDivision, MRO Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MRO Division
Context triple: [Hindustan Aeronautics Limited, hasDivision, MRO Division]
  • A. MRO
    MRO is a NASA spacecraft orbiting Mars that conducts high-resolution imaging and scientific observations of the planet’s surface, atmosphere, and subsurface.
  • B. División de Mantenimiento
    La División de Mantenimiento es una unidad del Ejército de Chile encargada de la gestión, reparación y sostenimiento del material y equipo militar para asegurar la operatividad de las fuerzas terrestres.
  • C. Materials Division
    The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
  • D. Specialty Products Division
    Specialty Products Division was a business segment of DowDuPont focused on high-value, technology-driven specialty materials and solutions for industries such as electronics, transportation, and construction.
  • E. Machinery, Equipment and Infrastructure Division
    The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
  • 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: MRO Division
Triple: [Hindustan Aeronautics Limited, hasDivision, MRO Division]
Generated description
MRO Division is a specialized unit of Hindustan Aeronautics Limited responsible for maintenance, repair, and overhaul services for aircraft and aerospace systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MRO Division
Target entity description: MRO Division is a specialized unit of Hindustan Aeronautics Limited responsible for maintenance, repair, and overhaul services for aircraft and aerospace systems.
  • A. MRO
    MRO is a NASA spacecraft orbiting Mars that conducts high-resolution imaging and scientific observations of the planet’s surface, atmosphere, and subsurface.
  • B. División de Mantenimiento
    La División de Mantenimiento es una unidad del Ejército de Chile encargada de la gestión, reparación y sostenimiento del material y equipo militar para asegurar la operatividad de las fuerzas terrestres.
  • C. Materials Division
    The Materials Division is a technical unit of the American Society of Mechanical Engineers that focuses on advancing the science, engineering, and application of materials in mechanical systems.
  • D. Specialty Products Division
    Specialty Products Division was a business segment of DowDuPont focused on high-value, technology-driven specialty materials and solutions for industries such as electronics, transportation, and construction.
  • E. Machinery, Equipment and Infrastructure Division
    The Machinery, Equipment and Infrastructure Division is a core business unit of Mitsubishi Heavy Industries that focuses on manufacturing industrial machinery, equipment, and large-scale infrastructure systems.
  • 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_69c68854a0d88190bc0bf82263f1afce completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6db38013081908037d23843dccad7 completed March 27, 2026, 7:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7619ebab88190916e3d68068ed71d completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c7630440508190a66f218fd912d732 completed March 28, 2026, 5:11 a.m.
NED2 Entity disambiguation (via description) batch_69c7639747b88190b3429817d53c5703 completed March 28, 2026, 5:13 a.m.
Created at: March 27, 2026, 2:30 p.m.