Triple
T18612357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Frederick Heiberger |
E454925
|
entity |
| Predicate | nameOf |
P744
|
FINISHED |
| Object |
Heiberger, Alabama
Heiberger, Alabama is a small unincorporated community in Perry County, Alabama, historically associated with the Heiberger family and rural Southern life.
|
E1336538
|
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: Heiberger, Alabama | Statement: [Frederick Heiberger, nameOf, Heiberger, Alabama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heiberger, Alabama Context triple: [Frederick Heiberger, nameOf, Heiberger, Alabama]
-
A.
Fitzpatrick, Alabama
Fitzpatrick, Alabama is a small unincorporated rural community located in Macon County in the southeastern part of the state.
-
B.
Henagar, Alabama
Henagar, Alabama is a small city situated on Sand Mountain in northeastern Alabama, known for its rural character and agricultural surroundings.
-
C.
Brundidge, Alabama
Brundidge, Alabama is a small city in southeastern Alabama known historically for its peanut butter production and rural community character.
-
D.
Sterrett, Alabama
Sterrett, Alabama is a small unincorporated community and rural residential area located in eastern Shelby County in central Alabama.
-
E.
Milstead, Alabama
Milstead, Alabama is a small unincorporated rural community located in Macon County in the east-central part of the state.
- 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: Heiberger, Alabama Triple: [Frederick Heiberger, nameOf, Heiberger, Alabama]
Generated description
Heiberger, Alabama is a small unincorporated community in Perry County, Alabama, historically associated with the Heiberger family and rural Southern life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heiberger, Alabama Target entity description: Heiberger, Alabama is a small unincorporated community in Perry County, Alabama, historically associated with the Heiberger family and rural Southern life.
-
A.
Fitzpatrick, Alabama
Fitzpatrick, Alabama is a small unincorporated rural community located in Macon County in the southeastern part of the state.
-
B.
Henagar, Alabama
Henagar, Alabama is a small city situated on Sand Mountain in northeastern Alabama, known for its rural character and agricultural surroundings.
-
C.
Brundidge, Alabama
Brundidge, Alabama is a small city in southeastern Alabama known historically for its peanut butter production and rural community character.
-
D.
Sterrett, Alabama
Sterrett, Alabama is a small unincorporated community and rural residential area located in eastern Shelby County in central Alabama.
-
E.
Milstead, Alabama
Milstead, Alabama is a small unincorporated rural community located in Macon County in the east-central part of the state.
- 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_69d8d38bbe7c8190bdec3138e7d413c9 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e54d01ebd08190b6e646e3a749d7f5 |
completed | April 19, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05171182188190ba005ac35d530fe4 |
completed | May 14, 2026, 12:28 a.m. |
| NEDg | Description generation | batch_6a051b5d1a4081909c261fe9fa75cd4e |
completed | May 14, 2026, 12:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a051bd7fc988190937f57fc24082732 |
completed | May 14, 2026, 12:48 a.m. |
Created at: April 10, 2026, 11:45 a.m.