Triple

T14190316
Position Surface form Disambiguated ID Type / Status
Subject Hall County, Texas E351694 entity
Predicate countySeat P383 FINISHED
Object Memphis, Texas
Memphis, Texas is a small rural city in the Texas Panhandle known historically as a local agricultural and trade center.
E1085159 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: Memphis, Texas | Statement: [Hall County, Texas, countySeat, Memphis, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Memphis, Texas
Context triple: [Hall County, Texas, countySeat, Memphis, Texas]
  • A. Missouri City, Texas
    Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
  • B. Texarkana, Texas
    Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
  • C. Texarkana, Arkansas
    Texarkana, Arkansas is a border city in southwestern Arkansas that forms half of the bi-state Texarkana metropolitan area along the Texas–Arkansas line.
  • D. Mineola, Texas
    Mineola, Texas is a small East Texas city known as a regional hub for railroads, agriculture, and antique shopping.
  • E. Madisonville, Texas
    Madisonville, Texas is a small city in Madison County that serves as the county seat and a regional hub in East-Central Texas.
  • 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: Memphis, Texas
Triple: [Hall County, Texas, countySeat, Memphis, Texas]
Generated description
Memphis, Texas is a small rural city in the Texas Panhandle known historically as a local agricultural and trade center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Memphis, Texas
Target entity description: Memphis, Texas is a small rural city in the Texas Panhandle known historically as a local agricultural and trade center.
  • A. Missouri City, Texas
    Missouri City, Texas is a suburban city in the Houston metropolitan area known for its residential communities and diverse population.
  • B. Texarkana, Texas
    Texarkana, Texas is a border city in northeastern Texas, adjacent to Texarkana, Arkansas, known as a regional transportation and commercial hub.
  • C. Texarkana, Arkansas
    Texarkana, Arkansas is a border city in southwestern Arkansas that forms half of the bi-state Texarkana metropolitan area along the Texas–Arkansas line.
  • D. Mineola, Texas
    Mineola, Texas is a small East Texas city known as a regional hub for railroads, agriculture, and antique shopping.
  • E. Madisonville, Texas
    Madisonville, Texas is a small city in Madison County that serves as the county seat and a regional hub in East-Central Texas.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61df628c8190ba3f557e2128dce5 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd194543f081909cb11cf0881afa90 completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1b2ace9c8190a7458e5c43a3c3d6 completed May 7, 2026, 11:07 p.m.
NED2 Entity disambiguation (via description) batch_69fd1c61b994819081dcc92ae33772ed completed May 7, 2026, 11:12 p.m.
Created at: April 10, 2026, 1:03 a.m.