Triple
T15944832
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gamo |
E386657
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Gamo people
The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
|
E1371042
|
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: Gamo people | Statement: [Gamo, spokenBy, Gamo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gamo people Context triple: [Gamo, spokenBy, Gamo people]
-
A.
Mocama people
The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
-
B.
Opata people
The Opata people are an Indigenous group from northern Mexico, particularly Sonora, historically known for their distinct Uto-Aztecan language and agricultural communities.
-
C.
Kalinago people
The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
-
D.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
-
E.
Achumawi people
The Achumawi people are a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their fishing, basketry, and distinct cultural practices.
- 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: Gamo people Triple: [Gamo, spokenBy, Gamo people]
Generated description
The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gamo people Target entity description: The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
-
A.
Mocama people
The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
-
B.
Opata people
The Opata people are an Indigenous group from northern Mexico, particularly Sonora, historically known for their distinct Uto-Aztecan language and agricultural communities.
-
C.
Kalinago people
The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
-
D.
Ipai people
The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
-
E.
Achumawi people
The Achumawi people are a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their fishing, basketry, and distinct cultural practices.
- 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_69d86da882448190a82ea962fe343b79 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156d016588190ae368197dfa7d43a |
completed | April 16, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a071bc0308081908f2b98b0dec96ab6 |
completed | May 15, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_6a071c8a9dec8190a4fbb88736b73912 |
completed | May 15, 2026, 1:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a071e0e00208190a6e05266d5bc47e2 |
completed | May 15, 2026, 1:22 p.m. |
Created at: April 10, 2026, 4:53 a.m.