Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003042

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710002995

distance 0.127

#2 · Nagpurcell 4840004321

distance 0.13 · cross-district

#3 · Gondiacell 4760002055

distance 0.143 · cross-district

#4 · Bhandaracell 4710003002

distance 0.148

#5 · Bhandaracell 4710003041

distance 0.153

#6 · Bhandaracell 4710003296

distance 0.153

#7 · Nagpurcell 4840003903

distance 0.162 · cross-district

#8 · Bhandaracell 4710003567

distance 0.163

#9 · Bhandaracell 4710002176

distance 0.165

#10 · Bhandaracell 4710002005

distance 0.167

#11 · Bhandaracell 4710002963

distance 0.167

#12 · Nagpurcell 4840006132

distance 0.175 · cross-district

#13 · Gondiacell 4760003034

distance 0.176 · cross-district

#14 · Bhandaracell 4710002673

distance 0.177

#15 · Gondiacell 4760000801

distance 0.177 · cross-district

#16 · Nagpurcell 4840002019

distance 0.179 · cross-district

#17 · Bhandaracell 4710002574

distance 0.179

#18 · Bhandaracell 4710002548

distance 0.182

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":4710003042}}}'

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.