Triple

T3344870
Position Surface form Disambiguated ID Type / Status
Subject DeSoto City Council E70348 entity
Predicate appliesToJurisdiction P82 FINISHED
Object City of DeSoto
The City of DeSoto is a suburban municipality in North Texas, located in Dallas County and forming part of the Dallas–Fort Worth metropolitan area.
E350912 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: City of DeSoto | Statement: [DeSoto City Council, appliesToJurisdiction, City of DeSoto]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of DeSoto
Context triple: [DeSoto City Council, appliesToJurisdiction, City of DeSoto]
  • A. City of San Luis
    The City of San Luis is a municipal government in southwestern Arizona that administers local services and regulations for the border community of San Luis.
  • B. City of Americus
    The City of Americus is a small historic city in southwest Georgia known for its role in the civil rights movement and as the home of organizations like Habitat for Humanity International.
  • C. City of Monroe
    The City of Monroe is a municipal government in northeastern Louisiana that serves as the administrative and cultural center of the Monroe metropolitan area.
  • D. Nacogdoches, Texas
    Nacogdoches, Texas is a historic East Texas city often regarded as the oldest town in the state and known for its early role in Texas history.
  • E. City of Springs
    City of Springs is a popular nickname for Jinan, the capital of Shandong Province in eastern China, renowned for its numerous natural artesian springs.
  • 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: City of DeSoto
Triple: [DeSoto City Council, appliesToJurisdiction, City of DeSoto]
Generated description
The City of DeSoto is a suburban municipality in North Texas, located in Dallas County and forming part of the Dallas–Fort Worth metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of DeSoto
Target entity description: The City of DeSoto is a suburban municipality in North Texas, located in Dallas County and forming part of the Dallas–Fort Worth metropolitan area.
  • A. City of San Luis
    The City of San Luis is a municipal government in southwestern Arizona that administers local services and regulations for the border community of San Luis.
  • B. City of Americus
    The City of Americus is a small historic city in southwest Georgia known for its role in the civil rights movement and as the home of organizations like Habitat for Humanity International.
  • C. City of Monroe
    The City of Monroe is a municipal government in northeastern Louisiana that serves as the administrative and cultural center of the Monroe metropolitan area.
  • D. Nacogdoches, Texas
    Nacogdoches, Texas is a historic East Texas city often regarded as the oldest town in the state and known for its early role in Texas history.
  • E. City of Springs
    City of Springs is a popular nickname for Jinan, the capital of Shandong Province in eastern China, renowned for its numerous natural artesian springs.
  • 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_69ad85a405e48190b6e68de7cf9f319e completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb1f36c74819093ef2c74a46c2351 completed March 8, 2026, 5:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3251d49d08190b74483b69024acff completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b326a29cbc8190a5ae5fd5851ed0c7 completed March 12, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69b3270962648190925b04e44542c9c9 completed March 12, 2026, 8:50 p.m.
Created at: March 8, 2026, 3:12 p.m.