Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710002931

The MH-36 locality cells most similar to this Bhandara 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

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002230

distance 0.154

#2 · Nagpurcell 4840004430

distance 0.178 · cross-district

#3 · Nagpurcell 4840007447

distance 0.204 · cross-district

#4 · Bhandaracell 4710001956

distance 0.207

#5 · Nagpurcell 4840002949

distance 0.211 · cross-district

#6 · Gondiacell 4760002927

distance 0.214 · cross-district

#7 · Nagpurcell 4840006387

distance 0.215 · cross-district

#8 · Gondiacell 4760003254

distance 0.216 · cross-district

#9 · Nagpurcell 4840002655

distance 0.223 · cross-district

#10 · Nagpurcell 4840004109

distance 0.226 · cross-district

#11 · Bhandaracell 4710002552

distance 0.226

#12 · Nagpurcell 4840005123

distance 0.227 · cross-district

#13 · Nagpurcell 4840002291

distance 0.23 · cross-district

#14 · Jalgaoncell 4780005616

distance 0.23 · cross-district

#15 · Nagpurcell 4840004411

distance 0.233 · cross-district

#16 · Nagpurcell 4840005627

distance 0.24 · cross-district

#17 · Gondiacell 4760003088

distance 0.242 · cross-district

#18 · Gondiacell 4760004086

distance 0.243 · 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":471,"cluster_id":4710002931}}}'

Machine-readable JSON twin →Full dossier →

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.