Triple
T3762829
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omotic languages |
E82601
|
entity |
| Predicate | majorLanguage |
P207
|
FINISHED |
| Object |
Hamer
Hamer is an Omotic language spoken primarily by the Hamer people of southwestern Ethiopia.
|
E386662
|
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: Hamer | Statement: [Omotic languages, majorLanguage, Hamer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamer Context triple: [Omotic languages, majorLanguage, Hamer]
-
A.
Hamer
Hamer is the surname of Fannie Lou Hamer, the prominent American civil rights activist and voting rights leader.
-
B.
Hammer
Hammer is a hand tool with a heavy head used primarily for driving nails, breaking objects, and shaping materials.
-
C.
The Hammer
The Hammer is a popular nickname for the Canadian city of Hamilton, Ontario, reflecting its gritty, industrial character and strong working-class identity.
-
D.
The Hammer
The Hammer is the nickname of Hank Aaron, the legendary Major League Baseball slugger who broke Babe Ruth’s career home run record.
-
E.
The Hammer
The Hammer is the nickname of mixed martial artist and former UFC champion Matt Hamilton, known for his powerful striking style.
- 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: Hamer Triple: [Omotic languages, majorLanguage, Hamer]
Generated description
Hamer is an Omotic language spoken primarily by the Hamer people of southwestern Ethiopia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamer Target entity description: Hamer is an Omotic language spoken primarily by the Hamer people of southwestern Ethiopia.
-
A.
Hamer
Hamer is the surname of Fannie Lou Hamer, the prominent American civil rights activist and voting rights leader.
-
B.
Hammer
Hammer is a hand tool with a heavy head used primarily for driving nails, breaking objects, and shaping materials.
-
C.
The Hammer
The Hammer is a popular nickname for the Canadian city of Hamilton, Ontario, reflecting its gritty, industrial character and strong working-class identity.
-
D.
The Hammer
The Hammer is the nickname of Hank Aaron, the legendary Major League Baseball slugger who broke Babe Ruth’s career home run record.
-
E.
The Hammer
The Hammer is the nickname of mixed martial artist and former UFC champion Matt Hamilton, known for his powerful striking style.
- 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_69ad8b207b0081909d2b48843fbd8795 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbfa44ac819082f2c895d96c9170 |
completed | March 8, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e51acd0c81909a675e525ece6d1b |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e8d7b6d48190a56c3d1921bb2088 |
completed | March 14, 2026, 4:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e966a5648190a449fbb23c39f905 |
completed | March 14, 2026, 4:51 a.m. |
Created at: March 8, 2026, 3:35 p.m.