Triple
T9530984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Millersburg, Iowa |
E229891
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
Millersburg
Millersburg is a small city located in Iowa, United States.
|
E805024
|
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: Millersburg | Statement: [Millersburg, Iowa, abbreviation, Millersburg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millersburg Context triple: [Millersburg, Iowa, abbreviation, Millersburg]
-
A.
Chambersburg, Pennsylvania
Chambersburg, Pennsylvania is a historic borough and county seat of Franklin County known for its role in the American Civil War and its location near the Cumberland Valley in south-central Pennsylvania.
-
B.
Meadville
Meadville is a small city in northwestern Pennsylvania known historically as an early center of industry and home to Allegheny College.
-
C.
Petersville
Petersville is a small, remote community in Alaska known as a gateway to outdoor recreation and backcountry areas within the Matanuska-Susitna Borough.
-
D.
Martins Ferry
Martins Ferry is a small city in eastern Ohio along the Ohio River, known as one of the state's oldest settlements and a historic industrial community.
-
E.
Greencastle, Pennsylvania
Greencastle, Pennsylvania is a small historic borough in Franklin County known for its 19th-century roots as a transportation and commercial hub in south-central 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: Millersburg Triple: [Millersburg, Iowa, abbreviation, Millersburg]
Generated description
Millersburg is a small city located in Iowa, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Millersburg Target entity description: Millersburg is a small city located in Iowa, United States.
-
A.
Chambersburg, Pennsylvania
Chambersburg, Pennsylvania is a historic borough and county seat of Franklin County known for its role in the American Civil War and its location near the Cumberland Valley in south-central Pennsylvania.
-
B.
Meadville
Meadville is a small city in northwestern Pennsylvania known historically as an early center of industry and home to Allegheny College.
-
C.
Petersville
Petersville is a small, remote community in Alaska known as a gateway to outdoor recreation and backcountry areas within the Matanuska-Susitna Borough.
-
D.
Martins Ferry
Martins Ferry is a small city in eastern Ohio along the Ohio River, known as one of the state's oldest settlements and a historic industrial community.
-
E.
Greencastle, Pennsylvania
Greencastle, Pennsylvania is a small historic borough in Franklin County known for its 19th-century roots as a transportation and commercial hub in south-central 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_69ca8479934c81908006d0e6e970ae05 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd98b408648190a04127c1d47fe7d2 |
completed | April 1, 2026, 10:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d14c38a3848190ab3561f70497c9eb |
completed | April 4, 2026, 5:36 p.m. |
| NEDg | Description generation | batch_69d14d23573c8190aeebf2fdac20a332 |
completed | April 4, 2026, 5:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d14da4514481908a530b5d77ad832a |
completed | April 4, 2026, 5:43 p.m. |
Created at: March 30, 2026, 8 p.m.