Triple

T5096776
Position Surface form Disambiguated ID Type / Status
Subject National Autonomous University of Nicaragua E114885 entity
Predicate hasCampusIn P4623 FINISHED
Object Matagalpa
Matagalpa is a major city in north-central Nicaragua known for its coffee production, cool climate, and role as a regional commercial and educational hub.
 E495011 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: Matagalpa | Statement: [National Autonomous University of Nicaragua, hasCampusIn, Matagalpa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Matagalpa
Context triple: [National Autonomous University of Nicaragua, hasCampusIn, Matagalpa]
  • A. Juigalpa
    Juigalpa is a city in central Nicaragua that serves as the capital of the Chontales Department and a regional hub for agriculture and cattle ranching.
  • B. Estelí
    Estelí is a city in northern Nicaragua known for its tobacco production, cigar industry, and role as a commercial and cultural center in the region.
  • C. Moyogalpa
    Moyogalpa is a small Nicaraguan town that serves as the main ferry port and one of the primary population centers on Ometepe Island in Lake Nicaragua.
  • D. Comayagua
    Comayagua is a historic city in central Honduras known for its colonial architecture and strategic location near the Palmerola Air Base.
  • E. Ciudad Sandino
    Ciudad Sandino is a rapidly growing urban municipality in western Nicaragua that functions as part of the greater Managua metropolitan area.
  • 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: Matagalpa
Triple: [National Autonomous University of Nicaragua, hasCampusIn, Matagalpa]
Generated description
Matagalpa is a major city in north-central Nicaragua known for its coffee production, cool climate, and role as a regional commercial and educational hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Matagalpa
Target entity description: Matagalpa is a major city in north-central Nicaragua known for its coffee production, cool climate, and role as a regional commercial and educational hub.
  • A. Juigalpa
    Juigalpa is a city in central Nicaragua that serves as the capital of the Chontales Department and a regional hub for agriculture and cattle ranching.
  • B. Estelí
    Estelí is a city in northern Nicaragua known for its tobacco production, cigar industry, and role as a commercial and cultural center in the region.
  • C. Moyogalpa
    Moyogalpa is a small Nicaraguan town that serves as the main ferry port and one of the primary population centers on Ometepe Island in Lake Nicaragua.
  • D. Comayagua
    Comayagua is a historic city in central Honduras known for its colonial architecture and strategic location near the Palmerola Air Base.
  • E. Ciudad Sandino
    Ciudad Sandino is a rapidly growing urban municipality in western Nicaragua that functions as part of the greater Managua metropolitan area.
  • 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_69bd443fc49c819089629c00e311310c completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75669afc81908a8db897fe56eccd completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba80aee081908498cbe9d4f2eaa7 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebce93dc48190a43fca47cb5c0bcb completed March 21, 2026, 3:44 p.m.
NED2 Entity disambiguation (via description) batch_69bebe0086bc81908aa38f32952b8902 completed March 21, 2026, 3:49 p.m.
Created at: March 20, 2026, 1:40 p.m.