Triple
T20594507
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middletown, Iowa |
E506015
|
entity |
| Predicate | hasName |
P744
|
FINISHED |
| Object |
Middletown
Middletown is a small city located in Des Moines County in southeastern Iowa, United States.
|
E1440437
|
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: Middletown | Statement: [Middletown, Iowa, hasName, Middletown]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown Context triple: [Middletown, Iowa, hasName, Middletown]
-
A.
Middletown
Middletown is a city in central Connecticut known as the home of Wesleyan University and its historic downtown along the Connecticut River.
-
B.
Middletown
Middletown is a small historic town located in Frederick County in the northern Shenandoah Valley region of Virginia, United States.
-
C.
Middletown
Middletown is one of New Jersey’s oldest and largest suburban communities, known for its historic roots, residential neighborhoods, and proximity to the Jersey Shore.
-
D.
Middletown
Middletown is a growing suburban town in New Castle County, Delaware, known for its residential communities, schools, and proximity to the Wilmington and Philadelphia metropolitan areas.
-
E.
Middletown
Middletown is a small unincorporated community in Lake County, California, known as a rural gateway between Napa Valley and Clear Lake.
- 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: Middletown Triple: [Middletown, Iowa, hasName, Middletown]
Generated description
Middletown is a small city located in Des Moines County in southeastern Iowa, United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown Target entity description: Middletown is a small city located in Des Moines County in southeastern Iowa, United States.
-
A.
Middletown
Middletown is a city in central Connecticut known as the home of Wesleyan University and its historic downtown along the Connecticut River.
-
B.
Middletown
Middletown is a small historic town located in Frederick County in the northern Shenandoah Valley region of Virginia, United States.
-
C.
Middletown
Middletown is a small unincorporated community in Lake County, California, known as a rural gateway between Napa Valley and Clear Lake.
-
D.
Middletown
Middletown is a growing suburban town in New Castle County, Delaware, known for its residential communities, schools, and proximity to the Wilmington and Philadelphia metropolitan areas.
-
E.
Middletown
Middletown is a city in southwestern Ohio known historically for its steel industry and location between Cincinnati and Dayton.
- 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_69e0b4ba6ae88190af871e1f9522c704 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a97e3a7c8190b0b4604aaf40564b |
completed | April 20, 2026, 10:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08b3ecd2ac8190af9e382780611490 |
completed | May 16, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_6a08b82c70108190b53f435e0f0fcbaa |
completed | May 16, 2026, 6:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08b8839c6c8190b6f907bee09eb8be |
completed | May 16, 2026, 6:33 p.m. |
Created at: April 16, 2026, 11:40 a.m.