Triple

T16093500
Position Surface form Disambiguated ID Type / Status
Subject Metropolitan Planning Organizations in Texas E390420 entity
Predicate hasPart P35 FINISHED
Object Tyler Area Metropolitan Planning Organization
The Tyler Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Tyler, Texas metropolitan area.
E1194997 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: Tyler Area Metropolitan Planning Organization | Statement: [Metropolitan Planning Organizations in Texas, hasPart, Tyler Area Metropolitan Planning Organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tyler Area Metropolitan Planning Organization
Context triple: [Metropolitan Planning Organizations in Texas, hasPart, Tyler Area Metropolitan Planning Organization]
  • A. Valdosta-Lowndes Metropolitan Planning Organization
    The Valdosta-Lowndes Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding for the Valdosta-Lowndes County urbanized area in Georgia.
  • B. Sandy Area Metro
    Sandy Area Metro is the public transit system serving the city of Sandy, Oregon and its surrounding area.
  • C. Columbus-Phenix City Metropolitan Planning Organization
    The Columbus-Phenix City Metropolitan Planning Organization is a regional body that coordinates long-range transportation planning and funding for the bi-state Columbus, Georgia–Phenix City, Alabama urbanized area.
  • D. Alamo Area Council of Governments
    The Alamo Area Council of Governments is a regional planning and coordination agency that serves local governments in and around the San Antonio–New Braunfels area in Texas.
  • E. Newton Planning Area
    Newton Planning Area is a residential and commercial district in Singapore known for its private housing estates, schools, and proximity to the city’s central region.
  • 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: Tyler Area Metropolitan Planning Organization
Triple: [Metropolitan Planning Organizations in Texas, hasPart, Tyler Area Metropolitan Planning Organization]
Generated description
The Tyler Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Tyler, Texas metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tyler Area Metropolitan Planning Organization
Target entity description: The Tyler Area Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding decisions for the Tyler, Texas metropolitan area.
  • A. Valdosta-Lowndes Metropolitan Planning Organization
    The Valdosta-Lowndes Metropolitan Planning Organization is a regional body responsible for coordinating long-range transportation planning and funding for the Valdosta-Lowndes County urbanized area in Georgia.
  • B. Sandy Area Metro
    Sandy Area Metro is the public transit system serving the city of Sandy, Oregon and its surrounding area.
  • C. Columbus-Phenix City Metropolitan Planning Organization
    The Columbus-Phenix City Metropolitan Planning Organization is a regional body that coordinates long-range transportation planning and funding for the bi-state Columbus, Georgia–Phenix City, Alabama urbanized area.
  • D. Alamo Area Council of Governments
    The Alamo Area Council of Governments is a regional planning and coordination agency that serves local governments in and around the San Antonio–New Braunfels area in Texas.
  • E. Newton Planning Area
    Newton Planning Area is a residential and commercial district in Singapore known for its private housing estates, schools, and proximity to the city’s central region.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1859196808190ae30b4f7c1641eed completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.