Triple

T2487214
Position Surface form Disambiguated ID Type / Status
Subject Howard Hughes E55953 entity
Predicate placeOfBirth P1 FINISHED
Object Humble, Texas, United States
Humble, Texas, United States, is a small city in the Houston metropolitan area best known as the birthplace of billionaire aviator and industrialist Howard Hughes.
E271309 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: Humble, Texas, United States | Statement: [Howard Hughes, placeOfBirth, Humble, Texas, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Humble, Texas, United States
Context triple: [Howard Hughes, placeOfBirth, Humble, Texas, United States]
  • A. Hillsboro, Texas, United States
    Hillsboro, Texas, United States is a small North Texas city best known as the birthplace of Olympic decathlon champion Rafer Johnson.
  • B. Austin, Texas, United States
    Austin is the capital city of the U.S. state of Texas, known for its vibrant live music scene, tech industry, and cultural diversity.
  • C. Tomball, Texas, United States
    Tomball, Texas, United States is a small city in the Houston metropolitan area known for its historic downtown, railroad heritage, and suburban community character.
  • D. Katy, Texas, United States
    Katy, Texas, United States is a suburban city in the Greater Houston metropolitan area known for its strong school system and rapid residential and commercial growth.
  • E. Richardson, Texas, United States
    Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
  • 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: Humble, Texas, United States
Triple: [Howard Hughes, placeOfBirth, Humble, Texas, United States]
Generated description
Humble, Texas, United States, is a small city in the Houston metropolitan area best known as the birthplace of billionaire aviator and industrialist Howard Hughes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Humble, Texas, United States
Target entity description: Humble, Texas, United States, is a small city in the Houston metropolitan area best known as the birthplace of billionaire aviator and industrialist Howard Hughes.
  • A. Hillsboro, Texas, United States
    Hillsboro, Texas, United States is a small North Texas city best known as the birthplace of Olympic decathlon champion Rafer Johnson.
  • B. Austin, Texas, United States
    Austin is the capital city of the U.S. state of Texas, known for its vibrant live music scene, tech industry, and cultural diversity.
  • C. Tomball, Texas, United States
    Tomball, Texas, United States is a small city in the Houston metropolitan area known for its historic downtown, railroad heritage, and suburban community character.
  • D. Katy, Texas, United States
    Katy, Texas, United States is a suburban city in the Greater Houston metropolitan area known for its strong school system and rapid residential and commercial growth.
  • E. Richardson, Texas, United States
    Richardson, Texas, United States is a suburban city in the Dallas–Fort Worth metroplex known for its concentration of telecommunications and technology companies and several major corporate headquarters.
  • 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_69ab49e670a88190b928e08302381710 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd1782ca081909645164a6acf0ea0 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af17bca6f88190a63672fb3372f0be completed March 9, 2026, 6:55 p.m.
NEDg Description generation batch_69af1b7224488190bf896b2c77c3ba0a completed March 9, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69af1c7b0f088190870b2ed18756b0d5 completed March 9, 2026, 7:16 p.m.
Created at: March 6, 2026, 9:45 p.m.