Triple
T8327799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lofa County |
E194997
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Gbandi people
The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
|
E725272
|
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: Gbandi people | Statement: [Lofa County, ethnicGroup, Gbandi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gbandi people Context triple: [Lofa County, ethnicGroup, Gbandi people]
-
A.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
B.
Raga people
The Raga people are an indigenous community of northern Pentecost Island in Vanuatu, known for their distinct Austronesian culture and language as well as traditional practices like land diving.
-
C.
Ghari people
The Ghari people are an indigenous Melanesian community of the Solomon Islands, traditionally associated with the Ghari language and distinct local cultural practices.
-
D.
Bajuni people
The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
-
E.
Kharia people
The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
- 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: Gbandi people Triple: [Lofa County, ethnicGroup, Gbandi people]
Generated description
The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gbandi people Target entity description: The Gbandi people are an ethnic group of Liberia known for their distinct language and cultural traditions, primarily inhabiting the country’s northern regions.
-
A.
Baniata people
The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional cultural practices.
-
B.
Raga people
The Raga people are an indigenous community of northern Pentecost Island in Vanuatu, known for their distinct Austronesian culture and language as well as traditional practices like land diving.
-
C.
Ghari people
The Ghari people are an indigenous Melanesian community of the Solomon Islands, traditionally associated with the Ghari language and distinct local cultural practices.
-
D.
Bajuni people
The Bajuni people are a Swahili-speaking coastal community traditionally engaged in fishing and trade along the islands and shores of southern Somalia and northern Kenya.
-
E.
Kharia people
The Kharia people are an indigenous Adivasi community of eastern and central India, traditionally speaking a Munda language and known for their distinct tribal culture and close ties to forest-based livelihoods.
- 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.