Triple

T15266702
Position Surface form Disambiguated ID Type / Status
Subject Cinco Ranch, Texas E364918 entity
Predicate hasElementarySchool P113 FINISHED
Object Shafer Elementary School
Shafer Elementary School is a public primary school serving the community of Cinco Ranch in the Katy, Texas area.
E1149946 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: Shafer Elementary School | Statement: [Cinco Ranch, Texas, hasElementarySchool, Shafer Elementary School]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shafer Elementary School
Context triple: [Cinco Ranch, Texas, hasElementarySchool, Shafer Elementary School]
  • A. Arma J. Shull Elementary School
    Arma J. Shull Elementary School is a public elementary school in California that serves early-grade students within the Bonita Unified School District.
  • B. Schochler Elementary School
    Schochler Elementary School is a public primary school serving young students in the Channelview area of Texas.
  • C. Sheldon Elementary School
    Sheldon Elementary School is a public primary school serving students in the community of El Sobrante, California.
  • D. Sharon Elementary School
    Sharon Elementary School is a public primary school serving young students in the rural community of Sharon, Vermont.
  • E. Alice M. Barrows Elementary School
    Alice M. Barrows Elementary School is a public elementary school serving young students in the town of Reading, Massachusetts.
  • 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: Shafer Elementary School
Triple: [Cinco Ranch, Texas, hasElementarySchool, Shafer Elementary School]
Generated description
Shafer Elementary School is a public primary school serving the community of Cinco Ranch in the Katy, Texas area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shafer Elementary School
Target entity description: Shafer Elementary School is a public primary school serving the community of Cinco Ranch in the Katy, Texas area.
  • A. Arma J. Shull Elementary School
    Arma J. Shull Elementary School is a public elementary school in California that serves early-grade students within the Bonita Unified School District.
  • B. Schochler Elementary School
    Schochler Elementary School is a public primary school serving young students in the Channelview area of Texas.
  • C. Sheldon Elementary School
    Sheldon Elementary School is a public primary school serving students in the community of El Sobrante, California.
  • D. Sharon Elementary School
    Sharon Elementary School is a public primary school serving young students in the rural community of Sharon, Vermont.
  • E. Alice M. Barrows Elementary School
    Alice M. Barrows Elementary School is a public elementary school serving young students in the town of Reading, Massachusetts.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00851c5b88190a296b6a105d3ee30 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fef895f9708190a44ee7ade1c46a7d completed May 9, 2026, 9:04 a.m.
NEDg Description generation batch_69fefb0176948190980ed32ba8dc2d5c completed May 9, 2026, 9:14 a.m.
NED2 Entity disambiguation (via description) batch_69fefb64420481908edf5766b32a2aaf completed May 9, 2026, 9:16 a.m.
Created at: April 10, 2026, 3:14 a.m.