Triple
T18593185
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shelby County, Indiana |
E454420
|
entity |
| Predicate | hasUnincorporatedCommunity |
P6345
|
FINISHED |
| Object |
Needham, Indiana
Needham, Indiana is a small unincorporated rural community located in Shelby County in the U.S. state of Indiana.
|
E1332013
|
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: Needham, Indiana | Statement: [Shelby County, Indiana, hasUnincorporatedCommunity, Needham, Indiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Needham, Indiana Context triple: [Shelby County, Indiana, hasUnincorporatedCommunity, Needham, Indiana]
-
A.
Fairmount, Indiana
Fairmount, Indiana is a small Midwestern town best known as the childhood home and burial place of actor James Dean.
-
B.
Fremont, Indiana
Fremont, Indiana is a small town in northeastern Indiana known for its proximity to several lakes and state parks, including Pokagon State Park.
-
C.
New Haven, Indiana
New Haven, Indiana is a small city in Allen County known as a residential and industrial community just east of Fort Wayne.
-
D.
Hudson, Indiana
Hudson, Indiana is a small town located in northeastern Indiana within Steuben County, known for its rural character and close-knit community.
-
E.
Pendleton, Indiana
Pendleton, Indiana is a small town in Madison County known for its historic downtown, Falls Park, and role as a gateway community between Indianapolis and east-central Indiana.
- 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: Needham, Indiana Triple: [Shelby County, Indiana, hasUnincorporatedCommunity, Needham, Indiana]
Generated description
Needham, Indiana is a small unincorporated rural community located in Shelby County in the U.S. state of Indiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Needham, Indiana Target entity description: Needham, Indiana is a small unincorporated rural community located in Shelby County in the U.S. state of Indiana.
-
A.
Fairmount, Indiana
Fairmount, Indiana is a small Midwestern town best known as the childhood home and burial place of actor James Dean.
-
B.
Fremont, Indiana
Fremont, Indiana is a small town in northeastern Indiana known for its proximity to several lakes and state parks, including Pokagon State Park.
-
C.
New Haven, Indiana
New Haven, Indiana is a small city in Allen County known as a residential and industrial community just east of Fort Wayne.
-
D.
Hudson, Indiana
Hudson, Indiana is a small town located in northeastern Indiana within Steuben County, known for its rural character and close-knit community.
-
E.
Pendleton, Indiana
Pendleton, Indiana is a small town in Madison County known for its historic downtown, Falls Park, and role as a gateway community between Indianapolis and east-central Indiana.
- 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_69d8d38ae7e081908a98df1251842402 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e545b7ce3881908302ee27a2cf80d6 |
completed | April 19, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a04f89b0cd88190bee76c1f78368c22 |
completed | May 13, 2026, 10:18 p.m. |
| NEDg | Description generation | batch_6a04fa3c17408190ba9d61f5c2db868a |
completed | May 13, 2026, 10:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a04fa9b7cc88190903670888e5c6b20 |
completed | May 13, 2026, 10:26 p.m. |
Created at: April 10, 2026, 11:44 a.m.