Triple

T10633445
Position Surface form Disambiguated ID Type / Status
Subject Elmo, Texas E250516 entity
Predicate region P40 FINISHED
Object Northeast Texas
Northeast Texas is a culturally Southern and historically rich region of Texas characterized by its piney woods, small towns, and proximity to the borders of Arkansas, Louisiana, and Oklahoma.
E194499 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: Northeast Texas | Statement: [Elmo, Texas, region, Northeast Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northeast Texas
Context triple: [Elmo, Texas, region, Northeast Texas]
  • A. East Texas
    East Texas is a heavily forested, culturally Southern region of Texas known for its piney woods, oil industry history, and numerous rivers and bayous.
  • B. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • C. East-Central Texas
    East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
  • D. Southeast Texas
    Southeast Texas is a region of Texas along the Gulf Coast that includes the Houston metropolitan area and is known for its humid climate, petrochemical industry, and diverse urban and coastal communities.
  • E. East Texas–North Texas transition area
    The East Texas–North Texas transition area is a geographic zone in Texas where the forested, humid landscapes of East Texas gradually give way to the more open prairies and urbanized regions characteristic of North 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: Northeast Texas
Triple: [Elmo, Texas, region, Northeast Texas]
Generated description
Northeast Texas is a culturally Southern and historically rich region of Texas characterized by its piney woods, small towns, and proximity to the borders of Arkansas, Louisiana, and Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northeast Texas
Target entity description: Northeast Texas is a culturally Southern and historically rich region of Texas characterized by its piney woods, small towns, and proximity to the borders of Arkansas, Louisiana, and Oklahoma.
  • A. East Texas chosen
    East Texas is a heavily forested, culturally Southern region of Texas known for its piney woods, oil industry history, and numerous rivers and bayous.
  • B. Texoma region
    The Texoma region is an area spanning parts of northern Texas and southern Oklahoma centered around Lake Texoma and the communities along the Red River.
  • C. East-Central Texas
    East-Central Texas is a geographic region of Texas characterized by a mix of prairie and woodland landscapes, anchored by cities such as College Station and Bryan and known for its agricultural and educational centers.
  • D. Southeast Texas
    Southeast Texas is a region of Texas along the Gulf Coast that includes the Houston metropolitan area and is known for its humid climate, petrochemical industry, and diverse urban and coastal communities.
  • E. East Texas–North Texas transition area
    The East Texas–North Texas transition area is a geographic zone in Texas where the forested, humid landscapes of East Texas gradually give way to the more open prairies and urbanized regions characteristic of North Texas.
  • F. None of above.

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_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfab47bc819086684edc1b6dce74 completed April 8, 2026, 11:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69deb07626988190a46d8a54eda156f5 completed April 14, 2026, 9:24 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:02 p.m.