Triple

T12327192
Position Surface form Disambiguated ID Type / Status
Subject Kerr County E293861 entity
Predicate hasCity P316 FINISHED
Object Ingram
Ingram is a small city in Kerr County, Texas, known for its scenic Hill Country setting along the Guadalupe River.
 E973379 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: Ingram | Statement: [Kerr County, hasCity, Ingram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ingram
Context triple: [Kerr County, hasCity, Ingram]
  • A. Ingram
    Ingram is a surname of English origin borne by various notable individuals across fields such as music, sports, and academia.
  • B. Harcout
    Harcourt is a small rural town in central Victoria, Australia, known historically for its apple orchards and granite quarries.
  • C. Blackwell
    Blackwell is a surname of English origin borne by numerous notable individuals across fields such as music, politics, and academia.
  • D. Scribner Library
    Scribner Library is the main academic library at Skidmore College, providing students and faculty with research resources, study spaces, and scholarly support services.
  • E. A. C. McClurg & Co.
    A. C. McClurg & Co. was a prominent Chicago-based American publishing house active in the late 19th and early 20th centuries, known for issuing influential literary and scholarly works.
  • 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: Ingram
Triple: [Kerr County, hasCity, Ingram]
Generated description
Ingram is a small city in Kerr County, Texas, known for its scenic Hill Country setting along the Guadalupe River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ingram
Target entity description: Ingram is a small city in Kerr County, Texas, known for its scenic Hill Country setting along the Guadalupe River.
  • A. Ingram
    Ingram is a surname of English origin borne by various notable individuals across fields such as music, sports, and academia.
  • B. Harcout
    Harcourt is a small rural town in central Victoria, Australia, known historically for its apple orchards and granite quarries.
  • C. Blackwell
    Blackwell is a surname of English origin borne by numerous notable individuals across fields such as music, politics, and academia.
  • D. Scribner Library
    Scribner Library is the main academic library at Skidmore College, providing students and faculty with research resources, study spaces, and scholarly support services.
  • E. A. C. McClurg & Co.
    A. C. McClurg & Co. was a prominent Chicago-based American publishing house active in the late 19th and early 20th centuries, known for issuing influential literary and scholarly works.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4f90a881908c5060dd197744d1 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8f0c708190ac16a391089ab747 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5e20cc8190a84f50ddded76974 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.