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.