Triple
T22524290
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Highlands of Madagascar |
E556859
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Ambatolampy
Ambatolampy is a town in Madagascar known for its cool highland climate and its metalworking industry, particularly aluminum cookware production.
|
E1544848
|
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: Ambatolampy | Statement: [Central Highlands of Madagascar, contains, Ambatolampy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ambatolampy Context triple: [Central Highlands of Madagascar, contains, Ambatolampy]
-
A.
Razafinkarefo
Razafinkarefo is the original Malagasy family name of American lyricist and poet Andy Razaf, reflecting his Malagasy royal heritage.
-
B.
Ambositra
Ambositra is a town in Madagascar renowned as a center of traditional woodcarving and Betsileo culture in the country’s central highlands.
-
C.
Fianarantsoa
Fianarantsoa is a major city in south-central Madagascar known as a cultural and educational hub and a gateway to the island’s highland wine and tea regions.
-
D.
Hatosy
Hatosy is the surname of American actor and director Shawn Hatosy, known for his roles in film and television dramas.
-
E.
Ambanja
Ambanja is a town in northwestern Madagascar, known as a regional center for cocoa production and as a gateway to nearby natural attractions.
- 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: Ambatolampy Triple: [Central Highlands of Madagascar, contains, Ambatolampy]
Generated description
Ambatolampy is a town in Madagascar known for its cool highland climate and its metalworking industry, particularly aluminum cookware production.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ambatolampy Target entity description: Ambatolampy is a town in Madagascar known for its cool highland climate and its metalworking industry, particularly aluminum cookware production.
-
A.
Razafinkarefo
Razafinkarefo is the original Malagasy family name of American lyricist and poet Andy Razaf, reflecting his Malagasy royal heritage.
-
B.
Ambositra
Ambositra is a town in Madagascar renowned as a center of traditional woodcarving and Betsileo culture in the country’s central highlands.
-
C.
Fianarantsoa
Fianarantsoa is a major city in south-central Madagascar known as a cultural and educational hub and a gateway to the island’s highland wine and tea regions.
-
D.
Hatosy
Hatosy is the surname of American actor and director Shawn Hatosy, known for his roles in film and television dramas.
-
E.
Ambanja
Ambanja is a town in northwestern Madagascar, known as a regional center for cocoa production and as a gateway to nearby natural attractions.
- 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_69e11e5657e881909f16ca58352c50da |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15e34590c81909e4ed1c95f13a199 |
completed | April 29, 2026, 1:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d48301c8190930bde2d98c58bdf |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3fa7bf2481909649d3b2ef990e5b |
completed | May 18, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b4027d5888190ac207e00a6872763 |
completed | May 18, 2026, 4:36 p.m. |
Created at: April 16, 2026, 8:51 p.m.