Triple

T15712656
Position Surface form Disambiguated ID Type / Status
Subject The Galleria (Houston) E380876 entity
Predicate near P350 FINISHED
Object Houston's Loop 610
Houston's Loop 610 is a major freeway beltway encircling central Houston, Texas, serving as a key traffic artery that connects numerous neighborhoods, business districts, and intersecting highways.
E1172493 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: Houston's Loop 610 | Statement: [The Galleria (Houston), near, Houston's Loop 610]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Houston's Loop 610
Context triple: [The Galleria (Houston), near, Houston's Loop 610]
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Katy Freeway
    Katy Freeway is a major section of Interstate 10 in the Houston, Texas area, known for its extremely wide multi-lane configuration and heavy commuter and commercial traffic.
  • C. Stemmons Freeway
    Stemmons Freeway is a major segment of Interstate 35E that runs through Dallas, Texas, serving as a key north–south transportation corridor near downtown.
  • D. Texas State Highway 281
    Texas State Highway 281 is a state highway in Texas that serves as a regional route connecting small communities like Morgan Mill to larger road networks.
  • E. Dallas North Tollway
    Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
  • 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: Houston's Loop 610
Triple: [The Galleria (Houston), near, Houston's Loop 610]
Generated description
Houston's Loop 610 is a major freeway beltway encircling central Houston, Texas, serving as a key traffic artery that connects numerous neighborhoods, business districts, and intersecting highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Houston's Loop 610
Target entity description: Houston's Loop 610 is a major freeway beltway encircling central Houston, Texas, serving as a key traffic artery that connects numerous neighborhoods, business districts, and intersecting highways.
  • A. Loop 360 (Capital of Texas Highway)
    Loop 360, also known as the Capital of Texas Highway, is a major scenic arterial road in Austin, Texas, known for its hill country views, river crossings, and role as a key commuter and connector route in the region.
  • B. Katy Freeway
    Katy Freeway is a major section of Interstate 10 in the Houston, Texas area, known for its extremely wide multi-lane configuration and heavy commuter and commercial traffic.
  • C. Stemmons Freeway
    Stemmons Freeway is a major segment of Interstate 35E that runs through Dallas, Texas, serving as a key north–south transportation corridor near downtown.
  • D. Texas State Highway 281
    Texas State Highway 281 is a state highway in Texas that serves as a regional route connecting small communities like Morgan Mill to larger road networks.
  • E. Dallas North Tollway
    Dallas North Tollway is a major north–south toll road in the Dallas–Fort Worth metroplex that connects downtown Dallas with its northern suburbs.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f8f5d6081908243fa59b46b7c76 completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff757f571881908015fe68df2a5e69 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff769d305881908791ffcb0a30ee35 completed May 9, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff770b73d48190a422a0760c03f763 completed May 9, 2026, 6:03 p.m.
Created at: April 10, 2026, 4:45 a.m.