Triple
T11578403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kru languages |
E274562
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Klao language
The Klao language is a Kru language spoken primarily by the Klao (Kru) people of Liberia and neighboring West African regions.
|
E934540
|
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: Klao language | Statement: [Kru languages, hasMember, Klao language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klao language Context triple: [Kru languages, hasMember, Klao language]
-
A.
Kalao language
The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
-
B.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
C.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
D.
Tonsawang language
Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
-
E.
Saek language
The Saek language is a Tai-Kadai language spoken by the Saek ethnic group in parts of Laos and northeastern Thailand, known for preserving several archaic features within the Tai language family.
- 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: Klao language Triple: [Kru languages, hasMember, Klao language]
Generated description
The Klao language is a Kru language spoken primarily by the Klao (Kru) people of Liberia and neighboring West African regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klao language Target entity description: The Klao language is a Kru language spoken primarily by the Klao (Kru) people of Liberia and neighboring West African regions.
-
A.
Kalao language
The Kalao language is an Austronesian language spoken by a small community in South Sulawesi, Indonesia.
-
B.
Pa’O language
The Pa’O language is a Tibeto-Burman language spoken primarily by the Pa’O (Taungthu) people of Myanmar, especially in Shan and Kayin States.
-
C.
Tai Lue language
Tai Lue is a Southwestern Tai language spoken primarily by the Tai Lue people in parts of China, Laos, Thailand, Myanmar, and Vietnam, known for its own traditional script and close relation to other Tai languages.
-
D.
Tonsawang language
Tonsawang language is an Austronesian language spoken by the Tonsawang people in North Sulawesi, Indonesia, and is part of the Minahasan subgroup.
-
E.
Saek language
The Saek language is a Tai-Kadai language spoken by the Saek ethnic group in parts of Laos and northeastern Thailand, known for preserving several archaic features within the Tai language family.
- 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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8904b46288190890ecafd6ceb0c3d |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e714080a60819095205355776c8637 |
completed | April 21, 2026, 6:07 a.m. |
| NEDg | Description generation | batch_69e720f9a8588190aa766d2e1628207a |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e72315dda08190996aa84587c5fc80 |
completed | April 21, 2026, 7:11 a.m. |
Created at: April 8, 2026, 9:38 p.m.