Triple

T3628076
Position Surface form Disambiguated ID Type / Status
Subject McLennan County E76887 entity
Predicate contains P35 FINISHED
Object McGregor, Texas
McGregor, Texas is a small Central Texas city known for its agricultural roots and proximity to Waco, as well as hosting aerospace and manufacturing facilities.
E524799 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: McGregor, Texas | Statement: [McLennan County, contains, McGregor, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: McGregor, Texas
Context triple: [McLennan County, contains, McGregor, Texas]
  • A. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • B. Malakoff, Texas
    Malakoff, Texas is a small city in East Texas known historically for its brick manufacturing and proximity to Cedar Creek Reservoir.
  • C. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • D. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • E. Moody, Texas
    Moody, Texas is a small rural city in Central Texas known for its close-knit community and agricultural surroundings.
  • 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: McGregor, Texas
Triple: [McLennan County, contains, McGregor, Texas]
Generated description
McGregor, Texas is a small Central Texas city known for its agricultural roots and proximity to Waco, as well as hosting aerospace and manufacturing facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: McGregor, Texas
Target entity description: McGregor, Texas is a small Central Texas city known for its agricultural roots and proximity to Waco, as well as hosting aerospace and manufacturing facilities.
  • A. Murchison, Texas
    Murchison, Texas is a small rural city located in eastern Texas within Henderson County.
  • B. Malakoff, Texas
    Malakoff, Texas is a small city in East Texas known historically for its brick manufacturing and proximity to Cedar Creek Reservoir.
  • C. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • D. Mission, Texas
    Mission, Texas is a city in the Rio Grande Valley in southern Texas, known for its agricultural industry and proximity to the U.S.–Mexico border.
  • E. Moody, Texas
    Moody, Texas is a small rural city in Central Texas known for its close-knit community and agricultural surroundings.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc2ddccc881909ae13dca3dd8a11d completed March 8, 2026, 6:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf7fbd0bc881908ba07edb75479b97 completed March 22, 2026, 5:35 a.m.
NEDg Description generation batch_69bf80b1f5bc81909121b515dd7cd582 completed March 22, 2026, 5:40 a.m.
NED2 Entity disambiguation (via description) batch_69bf80ff14d081908a4ce2f75c805dbb completed March 22, 2026, 5:41 a.m.
Created at: March 8, 2026, 3:23 p.m.