Triple
T7507584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huttig Public Schools |
E177429
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Huttig, Arkansas
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
|
E668947
|
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: Huttig, Arkansas | Statement: [Huttig Public Schools, locatedIn, Huttig, Arkansas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Huttig, Arkansas Context triple: [Huttig Public Schools, locatedIn, Huttig, Arkansas]
-
A.
Harrison, Arkansas
Harrison, Arkansas is a small city in north-central Arkansas that serves as a regional hub for government, commerce, and services in the Ozark Mountains area.
-
B.
Humnoke, Arkansas
Humnoke, Arkansas is a small rural city located in central Arkansas within the Little Rock–North Little Rock–Conway metropolitan area.
-
C.
Huntsville, Arkansas
Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
-
D.
Hensley, Arkansas
Hensley, Arkansas is a small unincorporated community and census-designated place located in central Arkansas within the Little Rock metropolitan area.
-
E.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
- 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: Huttig, Arkansas Triple: [Huttig Public Schools, locatedIn, Huttig, Arkansas]
Generated description
Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Huttig, Arkansas Target entity description: Huttig, Arkansas is a small city in Union County in southern Arkansas, historically tied to the timber industry and served by the Huttig Public Schools system.
-
A.
Harrison, Arkansas
Harrison, Arkansas is a small city in north-central Arkansas that serves as a regional hub for government, commerce, and services in the Ozark Mountains area.
-
B.
Humnoke, Arkansas
Humnoke, Arkansas is a small rural city located in central Arkansas within the Little Rock–North Little Rock–Conway metropolitan area.
-
C.
Huntsville, Arkansas
Huntsville, Arkansas is a small city in Madison County known as the hometown and longtime residence of former Arkansas governor Orval Faubus.
-
D.
Hensley, Arkansas
Hensley, Arkansas is a small unincorporated community and census-designated place located in central Arkansas within the Little Rock metropolitan area.
-
E.
Woodson, Arkansas
Woodson, Arkansas is an unincorporated community and census-designated place in central Arkansas known for its rural character and proximity to the Little Rock metropolitan area.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83ca56e3c81908c3bae8ad2d9ecd1 |
completed | March 28, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69c83d5884a88190a22c0fb54f9731c7 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84071abb88190a2dadd57ff088f3d |
completed | March 28, 2026, 8:56 p.m. |
Created at: March 27, 2026, 3:45 p.m.