Triple

T11342292
Position Surface form Disambiguated ID Type / Status
Subject Ligonier Valley E268629 entity
Predicate containsSettlement P847 FINISHED
Object Armagh, Pennsylvania
Armagh, Pennsylvania is a small borough in Indiana County that lies within the scenic Ligonier Valley region of the state.
E921239 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: Armagh, Pennsylvania | Statement: [Ligonier Valley, containsSettlement, Armagh, Pennsylvania]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Armagh, Pennsylvania
Context triple: [Ligonier Valley, containsSettlement, Armagh, Pennsylvania]
  • A. Matamoras, Pennsylvania
    Matamoras, Pennsylvania is a small borough located at the eastern tip of the state along the Delaware River, known as a residential community bordering New York and New Jersey.
  • B. St. Davids, Pennsylvania
    St. Davids, Pennsylvania is an affluent residential community on Philadelphia’s Main Line known for its historic character and proximity to institutions like Eastern University.
  • C. Carlisle, Pennsylvania
    Carlisle, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in the American Revolutionary War, its colonial heritage, and as the home of Dickinson College and the U.S. Army War College.
  • D. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • E. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • 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: Armagh, Pennsylvania
Triple: [Ligonier Valley, containsSettlement, Armagh, Pennsylvania]
Generated description
Armagh, Pennsylvania is a small borough in Indiana County that lies within the scenic Ligonier Valley region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Armagh, Pennsylvania
Target entity description: Armagh, Pennsylvania is a small borough in Indiana County that lies within the scenic Ligonier Valley region of the state.
  • A. Matamoras, Pennsylvania
    Matamoras, Pennsylvania is a small borough located at the eastern tip of the state along the Delaware River, known as a residential community bordering New York and New Jersey.
  • B. St. Davids, Pennsylvania
    St. Davids, Pennsylvania is an affluent residential community on Philadelphia’s Main Line known for its historic character and proximity to institutions like Eastern University.
  • C. Carlisle, Pennsylvania
    Carlisle, Pennsylvania is a historic borough in south-central Pennsylvania known for its role in the American Revolutionary War, its colonial heritage, and as the home of Dickinson College and the U.S. Army War College.
  • D. Rutledge, Pennsylvania
    Rutledge, Pennsylvania is a small residential borough in Delaware County known for its quiet, tree-lined streets and proximity to nearby Swarthmore and Philadelphia.
  • E. Kingston, Pennsylvania
    Kingston, Pennsylvania is a suburban borough in Luzerne County, situated along the Susquehanna River near Wilkes-Barre in northeastern Pennsylvania.
  • 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_69d6aacb1f0881908c84a349fd1be047 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7ea1e360c8190a02d1e2d1d6f4b5d completed April 9, 2026, 6:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69e55645d8bc8190b338c05ee382d5fc completed April 19, 2026, 10:25 p.m.
NEDg Description generation batch_69e562bb085c8190942766d12d838798 completed April 19, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69e569f0e6948190b285ca84aca03771 completed April 19, 2026, 11:49 p.m.
Created at: April 8, 2026, 9:33 p.m.