Triple

T376103
Position Surface form Disambiguated ID Type / Status
Subject Gustavo A. Madero E8375 entity
Predicate borderedBy P224 FINISHED
Object Nezahualcóyotl
Nezahualcóyotl is a major municipality in the State of Mexico, part of the Mexico City metropolitan area and known for its dense urban development and working-class character.
E48124 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: Nezahualcóyotl | Statement: [Gustavo A. Madero, borderedBy, Nezahualcóyotl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nezahualcóyotl
Context triple: [Gustavo A. Madero, borderedBy, Nezahualcóyotl]
  • A. Cuauhtémoc
    Cuauhtémoc is a central borough of Mexico City known for its historic downtown, major cultural landmarks, and political and economic significance.
  • B. Cuauhtémoc
    Cuauhtémoc was the last Aztec emperor, known for leading the final resistance against Hernán Cortés and the Spanish conquest of Tenochtitlan.
  • C. Moctezuma II
    Moctezuma II was the ninth tlatoani (ruler) of the Aztec Empire, under whose reign the empire reached great power before falling to Hernán Cortés and the Spanish conquest.
  • D. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • E. Iztacalco
    Iztacalco is one of the boroughs of Mexico City, known for its dense urban character, historic canals, and traditional neighborhoods.
  • 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: Nezahualcóyotl
Triple: [Gustavo A. Madero, borderedBy, Nezahualcóyotl]
Generated description
Nezahualcóyotl is a major municipality in the State of Mexico, part of the Mexico City metropolitan area and known for its dense urban development and working-class character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nezahualcóyotl
Target entity description: Nezahualcóyotl is a major municipality in the State of Mexico, part of the Mexico City metropolitan area and known for its dense urban development and working-class character.
  • A. Cuauhtémoc
    Cuauhtémoc is a central borough of Mexico City known for its historic downtown, major cultural landmarks, and political and economic significance.
  • B. Cuauhtémoc
    Cuauhtémoc was the last Aztec emperor, known for leading the final resistance against Hernán Cortés and the Spanish conquest of Tenochtitlan.
  • C. Moctezuma II
    Moctezuma II was the ninth tlatoani (ruler) of the Aztec Empire, under whose reign the empire reached great power before falling to Hernán Cortés and the Spanish conquest.
  • D. Tláhuac
    Tláhuac is a largely semi-rural borough in the southeastern part of Mexico City, known for its chinampas (traditional canal-based agriculture) and rapid urbanization.
  • E. Iztacalco
    Iztacalco is one of the boroughs of Mexico City, known for its dense urban character, historic canals, and traditional neighborhoods.
  • 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_69a2e7f2ec648190b42bc7db424f8109 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec169a848190a577aa093c878839 completed Feb. 28, 2026, 1:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fafca1dc8190ba8f1cdec0ba337d completed March 1, 2026, 8:38 a.m.
NEDg Description generation batch_69a3fb9968ec819088e3832b1902349e completed March 1, 2026, 8:40 a.m.
NED2 Entity disambiguation (via description) batch_69a3fbba4e0c8190858aeab66332490d completed March 1, 2026, 8:41 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.