Triple

T10870718
Position Surface form Disambiguated ID Type / Status
Subject Grupo IAMSA E256642 entity
Predicate hasSubsidiary P254 FINISHED
Object Servicios Coordinados
Servicios Coordinados is a Mexican transportation-related company operating as a subsidiary within the Grupo IAMSA corporate group.
E890728 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: Servicios Coordinados | Statement: [Grupo IAMSA, hasSubsidiary, Servicios Coordinados]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Servicios Coordinados
Context triple: [Grupo IAMSA, hasSubsidiary, Servicios Coordinados]
  • A. MCoE
    MCoE is the U.S. Army’s primary training and doctrine center for maneuver forces, integrating infantry, armor, and related capabilities at Fort Moore, Georgia.
  • B. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
  • C. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
  • D. Office of Assistance Coordination
    The Office of Assistance Coordination is a U.S. State Department office that oversees and coordinates foreign assistance programs and resources for countries in the Near Eastern region.
  • E. Servizio Centrale Operativo
    Servizio Centrale Operativo is a specialized central operational unit of the Italian police responsible for coordinating major investigative and law enforcement activities at the national level.
  • 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: Servicios Coordinados
Triple: [Grupo IAMSA, hasSubsidiary, Servicios Coordinados]
Generated description
Servicios Coordinados is a Mexican transportation-related company operating as a subsidiary within the Grupo IAMSA corporate group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Servicios Coordinados
Target entity description: Servicios Coordinados is a Mexican transportation-related company operating as a subsidiary within the Grupo IAMSA corporate group.
  • A. MCoE
    MCoE is the U.S. Army’s primary training and doctrine center for maneuver forces, integrating infantry, armor, and related capabilities at Fort Moore, Georgia.
  • B. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 3rd Battalion, 1st Marines, responsible for providing command, logistical, and operational support to the battalion’s combat companies.
  • C. Headquarters and Service Company
    Headquarters and Service Company is the administrative and support unit within the 2nd Battalion, 4th Marines, providing command, logistics, and essential services to the battalion’s combat elements.
  • D. Office of Assistance Coordination
    The Office of Assistance Coordination is a U.S. State Department office that oversees and coordinates foreign assistance programs and resources for countries in the Near Eastern region.
  • E. Servizio Centrale Operativo
    Servizio Centrale Operativo is a specialized central operational unit of the Italian police responsible for coordinating major investigative and law enforcement activities at the national level.
  • 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_69d6aa83d1448190a66d93c32394d21f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7518610e48190bee50db71ae0ca3e completed April 9, 2026, 7:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69dff7d9ce3c8190afeb2a27fb82b594 completed April 15, 2026, 8:40 p.m.
NEDg Description generation batch_69e03cc71a4c81909147945dff371217 completed April 16, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69e03dfb02c4819087a697ba7f5a1135 completed April 16, 2026, 1:40 a.m.
Created at: April 8, 2026, 9:20 p.m.