Triple
T16656422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lyle Campbell |
E404742
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
Language Isolates of the World
Language Isolates of the World is a scholarly reference work that surveys and analyzes the world’s language isolates, detailing their structures, histories, and classification issues.
|
E1225603
|
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: Language Isolates of the World | Statement: [Lyle Campbell, hasWritten, Language Isolates of the World]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Language Isolates of the World Context triple: [Lyle Campbell, hasWritten, Language Isolates of the World]
-
A.
The Atlas of Languages
The Atlas of Languages is a comprehensive reference work that surveys the world’s linguistic diversity, mapping and describing languages, language families, and their global distribution.
-
B.
Rote languages
Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in southeastern Indonesia.
-
C.
World Atlas of Language Structures
The World Atlas of Language Structures is a large-scale, comparative database and reference work that maps structural features of languages around the world.
-
D.
Tivoid languages
Tivoid languages are a small group of closely related Niger-Congo languages spoken primarily in the Nigeria–Cameroon border region.
-
E.
UNESCO Atlas of the World’s Languages in Danger
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
- 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: Language Isolates of the World Triple: [Lyle Campbell, hasWritten, Language Isolates of the World]
Generated description
Language Isolates of the World is a scholarly reference work that surveys and analyzes the world’s language isolates, detailing their structures, histories, and classification issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Language Isolates of the World Target entity description: Language Isolates of the World is a scholarly reference work that surveys and analyzes the world’s language isolates, detailing their structures, histories, and classification issues.
-
A.
The Atlas of Languages
The Atlas of Languages is a comprehensive reference work that surveys the world’s linguistic diversity, mapping and describing languages, language families, and their global distribution.
-
B.
Rote languages
Rote languages are a group of closely related Austronesian languages spoken primarily on Rote Island and nearby areas in southeastern Indonesia.
-
C.
World Atlas of Language Structures
The World Atlas of Language Structures is a large-scale, comparative database and reference work that maps structural features of languages around the world.
-
D.
Tivoid languages
Tivoid languages are a small group of closely related Niger-Congo languages spoken primarily in the Nigeria–Cameroon border region.
-
E.
UNESCO Atlas of the World’s Languages in Danger
The UNESCO Atlas of the World’s Languages in Danger is an online reference work that documents and maps endangered languages worldwide, providing information on their vitality and risk of extinction.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37bfb2b308190bf3559df9fbb126f |
completed | April 18, 2026, 12:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0084ccbc888190816cdf0ea67b0a90 |
completed | May 10, 2026, 1:14 p.m. |
| NEDg | Description generation | batch_6a008576b0bc81909fdf0b7d26f4c2c1 |
completed | May 10, 2026, 1:17 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0085e4b6ec81908383085ff08f0dce |
completed | May 10, 2026, 1:19 p.m. |
Created at: April 10, 2026, 5:18 a.m.