Triple

T14968911
Position Surface form Disambiguated ID Type / Status
Subject Fort Bend County, Texas E373264 entity
Predicate contains P35 FINISHED
Object Needville, Texas
Needville, Texas is a small rural city in southeastern Texas known for its close-knit community and agricultural roots.
 E1130132 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: Needville, Texas | Statement: [Fort Bend County, Texas, contains, Needville, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Needville, Texas
Context triple: [Fort Bend County, Texas, contains, Needville, Texas]
  • A. Nolanville, Texas
    Nolanville, Texas is a small city in Bell County that forms part of the Killeen–Temple–Fort Hood metropolitan area in Central Texas.
  • B. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • C. Nesbitt, Texas
    Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
  • D. Neches, Texas
    Neches, Texas is a small unincorporated community in East Texas known for its rural character and proximity to the Neches River.
  • E. Newark, Texas
    Newark, Texas is a small city in the Dallas–Fort Worth metropolitan area known for its rural character and proximity to Eagle Mountain Lake.
  • 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: Needville, Texas
Triple: [Fort Bend County, Texas, contains, Needville, Texas]
Generated description
Needville, Texas is a small rural city in southeastern Texas known for its close-knit community and agricultural roots.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Needville, Texas
Target entity description: Needville, Texas is a small rural city in southeastern Texas known for its close-knit community and agricultural roots.
  • A. Nolanville, Texas
    Nolanville, Texas is a small city in Bell County that forms part of the Killeen–Temple–Fort Hood metropolitan area in Central Texas.
  • B. New London, Texas
    New London, Texas is a small East Texas town best known as the site of the 1937 New London School explosion, one of the deadliest school disasters in U.S. history.
  • C. Nesbitt, Texas
    Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
  • D. Neches, Texas
    Neches, Texas is a small unincorporated community in East Texas known for its rural character and proximity to the Neches River.
  • E. Newark, Texas
    Newark, Texas is a small city in the Dallas–Fort Worth metropolitan area known for its rural character and proximity to Eagle Mountain Lake.
  • 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_69d85ccbbcd48190acb56e7cf104d8ad completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6e44cb0819096e09f8026ef8174 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8be4b0a88190989022108a58370d completed May 9, 2026, 1:20 a.m.
NEDg Description generation batch_69fe8f4984088190a986a0c46a3e813e completed May 9, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69fe8fbe0e048190b9ce27737ff7d0c3 completed May 9, 2026, 1:37 a.m.
Created at: April 10, 2026, 2:49 a.m.