Bhārata Strata · Maharashtra · Gadchiroli · morphological twins
Places like cell 4750000004
The MH-36 locality cells most similar to this Gadchiroli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.
Twins found
18
across 9 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.288
lower = more alike (weighted)
The twins, closest first
#1 · Nagpurcell 4840006773
distance 0.288 · cross-district
#2 · Gadchirolicell 4750001627
distance 0.292
#3 · Dhulecell 4740003743
distance 0.319 · cross-district
#4 · Yavatmalcell 5000001907
distance 0.324 · cross-district
#5 · Akolacell 4670001014
distance 0.326 · cross-district
#6 · Yavatmalcell 5000002024
distance 0.327 · cross-district
#7 · Chandrapurcell 4730003595
distance 0.336 · cross-district
#8 · Yavatmalcell 5000001807
distance 0.337 · cross-district
#9 · Akolacell 4670000462
distance 0.338 · cross-district
#10 · Gadchirolicell 4750000383
distance 0.342
#11 · Yavatmalcell 5000001276
distance 0.342 · cross-district
#12 · Akolacell 4670000589
distance 0.346 · cross-district
#13 · Gadchirolicell 4750001935
distance 0.349
#14 · Beedcell 4700007266
distance 0.35 · cross-district
#15 · Solapurcell 4960011455
distance 0.352 · cross-district
#16 · Yavatmalcell 5000006411
distance 0.352 · cross-district
#17 · Hingolicell 4770002819
distance 0.355 · cross-district
#18 · Yavatmalcell 5000006274
distance 0.356 · cross-district
witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.
Re-witness these twins
curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
-H 'Accept: application/json, text/event-stream' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
"arguments":{"admin_code":475,"cluster_id":4750000004}}}'Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.