Triple
T8327772
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lofa County |
E194997
|
entity |
| Predicate | capital |
P234
|
FINISHED |
| Object |
Voinjama
Voinjama is a town in northern Liberia that serves as an important administrative and commercial center near the border with Guinea and Sierra Leone.
|
E725266
|
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: Voinjama | Statement: [Lofa County, capital, Voinjama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Voinjama Context triple: [Lofa County, capital, Voinjama]
-
A.
Jamaame
Jamaame is a significant urban and economic center in southern Somalia’s Jubaland region, known especially for its agricultural production and location along the Jubba River.
-
B.
Vaini
Vaini is a coastal village and district on the southern side of Tongatapu in Tonga, known as one of the island’s main population centers.
-
C.
Vangunu
Vangunu is an Oceanic language of the Meso-Melanesian group spoken on Vangunu Island in the Solomon Islands.
-
D.
Dangamvura
Dangamvura is a residential suburb of Mutare, a major city in eastern Zimbabwe.
-
E.
Ojivolta
Ojivolta is a music production and songwriting duo known for their work with major hip-hop and pop artists, including frequent collaborations with Kanye West.
- 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: Voinjama Triple: [Lofa County, capital, Voinjama]
Generated description
Voinjama is a town in northern Liberia that serves as an important administrative and commercial center near the border with Guinea and Sierra Leone.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Voinjama Target entity description: Voinjama is a town in northern Liberia that serves as an important administrative and commercial center near the border with Guinea and Sierra Leone.
-
A.
Jamaame
Jamaame is a significant urban and economic center in southern Somalia’s Jubaland region, known especially for its agricultural production and location along the Jubba River.
-
B.
Vaini
Vaini is a coastal village and district on the southern side of Tongatapu in Tonga, known as one of the island’s main population centers.
-
C.
Vangunu
Vangunu is an Oceanic language of the Meso-Melanesian group spoken on Vangunu Island in the Solomon Islands.
-
D.
Dangamvura
Dangamvura is a residential suburb of Mutare, a major city in eastern Zimbabwe.
-
E.
Ojivolta
Ojivolta is a music production and songwriting duo known for their work with major hip-hop and pop artists, including frequent collaborations with Kanye West.
- 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.