Triple

T11066375
Position Surface form Disambiguated ID Type / Status
Subject Port of Lázaro Cárdenas E261632 entity
Predicate locatedIn P40 FINISHED
Object Lázaro Cárdenas, Michoacán
Lázaro Cárdenas, Michoacán is a coastal city and major industrial hub in southwestern Mexico, known for its large deep-water seaport on the Pacific Ocean.
E903394 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: Lázaro Cárdenas, Michoacán | Statement: [Port of Lázaro Cárdenas, locatedIn, Lázaro Cárdenas, Michoacán]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lázaro Cárdenas, Michoacán
Context triple: [Port of Lázaro Cárdenas, locatedIn, Lázaro Cárdenas, Michoacán]
  • A. Zamora de Hidalgo
    Zamora de Hidalgo is a historic city in the Mexican state of Michoacán, known for its agricultural production and notable religious architecture, including one of the tallest cathedrals in Mexico.
  • B. Altamirano, Chiapas
    Altamirano, Chiapas is a rural municipality in the Mexican state of Chiapas known for its indigenous communities and cultural ties to the Tojolabal Maya people.
  • C. Zacoalco de Torres
    Zacoalco de Torres is a municipality in the state of Jalisco, Mexico, known for its traditional furniture-making and rural character within the Guadalajara metropolitan area.
  • D. Orizaba, Veracruz
    Orizaba, Veracruz is a historic city in central Veracruz, Mexico, known for its colonial architecture, mountainous surroundings, and proximity to the Pico de Orizaba volcano.
  • E. Morena (Mexico)
    Morena (Mexico) is a major left-wing political party in Mexico founded by Andrés Manuel López Obrador, known for its populist, anti-corruption, and social justice agenda.
  • 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: Lázaro Cárdenas, Michoacán
Triple: [Port of Lázaro Cárdenas, locatedIn, Lázaro Cárdenas, Michoacán]
Generated description
Lázaro Cárdenas, Michoacán is a coastal city and major industrial hub in southwestern Mexico, known for its large deep-water seaport on the Pacific Ocean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lázaro Cárdenas, Michoacán
Target entity description: Lázaro Cárdenas, Michoacán is a coastal city and major industrial hub in southwestern Mexico, known for its large deep-water seaport on the Pacific Ocean.
  • A. Zamora de Hidalgo
    Zamora de Hidalgo is a historic city in the Mexican state of Michoacán, known for its agricultural production and notable religious architecture, including one of the tallest cathedrals in Mexico.
  • B. Altamirano, Chiapas
    Altamirano, Chiapas is a rural municipality in the Mexican state of Chiapas known for its indigenous communities and cultural ties to the Tojolabal Maya people.
  • C. Zacoalco de Torres
    Zacoalco de Torres is a municipality in the state of Jalisco, Mexico, known for its traditional furniture-making and rural character within the Guadalajara metropolitan area.
  • D. Orizaba, Veracruz
    Orizaba, Veracruz is a historic city in central Veracruz, Mexico, known for its colonial architecture, mountainous surroundings, and proximity to the Pico de Orizaba volcano.
  • E. Morena (Mexico)
    Morena (Mexico) is a major left-wing political party in Mexico founded by Andrés Manuel López Obrador, known for its populist, anti-corruption, and social justice agenda.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7991f84488190a974d1744a62798d completed April 9, 2026, 12:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8a4cdb8819080765d746f477089 completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3d5cf52d081909c006d0281b55b22 completed April 18, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69e3da9a5b148190863416c38403cbd3 completed April 18, 2026, 7:25 p.m.
Created at: April 8, 2026, 9:26 p.m.