Triple
T8327786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lofa County |
E194997
|
entity |
| Predicate | borderCounty |
P224
|
FINISHED |
| Object |
Gbarpolu County
Gbarpolu County is an administrative region in northwestern Liberia known for its dense forests, mining activities, and predominantly rural communities.
|
E725270
|
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: Gbarpolu County | Statement: [Lofa County, borderCounty, Gbarpolu County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gbarpolu County Context triple: [Lofa County, borderCounty, Gbarpolu County]
-
A.
Nimba County
Nimba County is a large, resource-rich county in northeastern Liberia that has been a significant site of political, ethnic, and military activity in the country’s modern history.
-
B.
Lofa County
Lofa County is a region in northern Liberia known for its ethnic diversity, agricultural production, and its significant role in the country's civil conflicts.
-
C.
Jaghatu District
Jaghatu District is an administrative district in Afghanistan known for its rural communities and agricultural landscape within Wardak Province.
-
D.
Tembuku District
Tembuku District is an administrative district in the regency of Bangli on the island of Bali, Indonesia.
-
E.
Bomi County
Bomi County is an administrative region in western Liberia known for its role in the country’s civil conflicts and its predominantly rural, resource-rich landscape.
- 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: Gbarpolu County Triple: [Lofa County, borderCounty, Gbarpolu County]
Generated description
Gbarpolu County is an administrative region in northwestern Liberia known for its dense forests, mining activities, and predominantly rural communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gbarpolu County Target entity description: Gbarpolu County is an administrative region in northwestern Liberia known for its dense forests, mining activities, and predominantly rural communities.
-
A.
Nimba County
Nimba County is a large, resource-rich county in northeastern Liberia that has been a significant site of political, ethnic, and military activity in the country’s modern history.
-
B.
Lofa County
Lofa County is a region in northern Liberia known for its ethnic diversity, agricultural production, and its significant role in the country's civil conflicts.
-
C.
Jaghatu District
Jaghatu District is an administrative district in Afghanistan known for its rural communities and agricultural landscape within Wardak Province.
-
D.
Tembuku District
Tembuku District is an administrative district in the regency of Bangli on the island of Bali, Indonesia.
-
E.
Bomi County
Bomi County is an administrative region in western Liberia known for its role in the country’s civil conflicts and its predominantly rural, resource-rich landscape.
- 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_69ca82e87f2c8190bdb71ee29dfc642d |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7f8243288190b1ae74d69395fc91 |
completed | March 31, 2026, 8:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd95b92708819097795498f9ebcdfc |
completed | April 1, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69cdab60ec308190a9001f9235e556b4 |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2e3457c8190a2d0cb6eeb81c9ef |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:56 p.m.