Triple

T580992
Position Surface form Disambiguated ID Type / Status
Subject Gulf Coast of the United States E15055 entity
Predicate includesCity P3207 FINISHED
Object Brownsville
Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
E75038 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: Brownsville | Statement: [Gulf Coast of the United States, includesCity, Brownsville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brownsville
Context triple: [Gulf Coast of the United States, includesCity, Brownsville]
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. McAllen, Texas
    McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
  • C. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its beaches and tourism.
  • D. Edinburg, Texas
    Edinburg, Texas is a city in the Rio Grande Valley of South Texas that serves as the county seat of Hidalgo County and home to the University of Texas Rio Grande Valley’s main campus.
  • E. Canton
    Canton is the historical Western name for Guangzhou, a major port city in southern China and the capital of Guangdong province.
  • 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: Brownsville
Triple: [Gulf Coast of the United States, includesCity, Brownsville]
Generated description
Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brownsville
Target entity description: Brownsville is a city at the southern tip of Texas near the U.S.–Mexico border, known for its proximity to the Gulf of Mexico and its role as a major border and trade hub.
  • A. Brownsville
    Brownsville is a residential neighborhood in eastern Brooklyn, New York City, historically known for its dense public housing and significant role in the borough’s working-class and African American communities.
  • B. McAllen, Texas
    McAllen, Texas is a major city in the Rio Grande Valley of southern Texas, known as a regional hub for international trade, retail, and cross-border culture near the U.S.–Mexico border.
  • C. Galveston
    Galveston is a historic coastal city and port on Galveston Island in Texas, known for its role in 19th-century trade, the devastating 1900 hurricane, and its beaches and tourism.
  • D. Edinburg, Texas
    Edinburg, Texas is a city in the Rio Grande Valley of South Texas that serves as the county seat of Hidalgo County and home to the University of Texas Rio Grande Valley’s main campus.
  • E. Canton
    Canton is the historical Western name for Guangzhou, a major port city in southern China and the capital of Guangdong province.
  • 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_69a4935783b8819082b77726ec10cc42 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49b84899881909d5b2b4e67e22d9b completed March 1, 2026, 8:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69a51f31b5a88190b39b678229ce83a3 completed March 2, 2026, 5:25 a.m.
NEDg Description generation batch_69a5201c3f188190819279e37c583f19 completed March 2, 2026, 5:29 a.m.
NED2 Entity disambiguation (via description) batch_69a520be351081908a70bdfea5560a38 completed March 2, 2026, 5:31 a.m.
Created at: March 1, 2026, 7:33 p.m.