Triple

T10870716
Position Surface form Disambiguated ID Type / Status
Subject Grupo IAMSA E256642 entity
Predicate hasSubsidiary P254 FINISHED
Object La Línea
La Línea is a Mexican intercity bus company operating passenger transportation services as part of the Grupo IAMSA network.
 E890726 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: La Línea | Statement: [Grupo IAMSA, hasSubsidiary, La Línea]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: La Línea
Context triple: [Grupo IAMSA, hasSubsidiary, La Línea]
  • A. The Line
    "The Line" is a song by Bruce Springsteen from his album *The Ghost of Tom Joad*, reflecting his stark, narrative-driven folk style and themes of borders, duty, and moral conflict.
  • B. The Line
    The Line is a planned futuristic linear smart city in Saudi Arabia’s NEOM development, designed as a car-free, zero-carbon urban area stretching hundreds of kilometers in a narrow built corridor.
  • C. Carta Blanca
    Carta Blanca was the former name of the Mexican professional baseball team now known as the Monterrey Sultanes.
  • D. La Familia
    "La Familia" is a track by Jay-Z from his 2013 album *Magna Carta Holy Grail*, reflecting themes of loyalty, power, and family within his broader narrative of success and legacy.
  • E. La Familia
    La Familia is a studio album by Colombian reggaeton artist J Balvin that helped establish his international prominence in Latin urban music.
  • 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: La Línea
Triple: [Grupo IAMSA, hasSubsidiary, La Línea]
Generated description
La Línea is a Mexican intercity bus company operating passenger transportation services as part of the Grupo IAMSA network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: La Línea
Target entity description: La Línea is a Mexican intercity bus company operating passenger transportation services as part of the Grupo IAMSA network.
  • A. The Line
    "The Line" is a song by Bruce Springsteen from his album *The Ghost of Tom Joad*, reflecting his stark, narrative-driven folk style and themes of borders, duty, and moral conflict.
  • B. The Line
    The Line is a planned futuristic linear smart city in Saudi Arabia’s NEOM development, designed as a car-free, zero-carbon urban area stretching hundreds of kilometers in a narrow built corridor.
  • C. Carta Blanca
    Carta Blanca was the former name of the Mexican professional baseball team now known as the Monterrey Sultanes.
  • D. La Familia
    "La Familia" is a track by Jay-Z from his 2013 album *Magna Carta Holy Grail*, reflecting themes of loyalty, power, and family within his broader narrative of success and legacy.
  • E. La Familia
    La Familia is a studio album by Colombian reggaeton artist J Balvin that helped establish his international prominence in Latin urban music.
  • 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.