Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710003435

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710003391

distance 0.068

#2 · Bhandaracell 4710003121

distance 0.084

#3 · Bhandaracell 4710003120

distance 0.109

#4 · Nagpurcell 4840006944

distance 0.128 · cross-district

#5 · Bhandaracell 4710003472

distance 0.136

#6 · Bhandaracell 4710003510

distance 0.136

#7 · Bhandaracell 4710003543

distance 0.141

#8 · Bhandaracell 4710003393

distance 0.141

#9 · Bhandaracell 4710003478

distance 0.145

#10 · Bhandaracell 4710003512

distance 0.146

#11 · Bhandaracell 4710002994

distance 0.147

#12 · Gondiacell 4760002365

distance 0.149 · cross-district

#13 · Gondiacell 4760002058

distance 0.149 · cross-district

#14 · Bhandaracell 4710002996

distance 0.152

#15 · Nagpurcell 4840003031

distance 0.153 · cross-district

#16 · Bhandaracell 4710003473

distance 0.154

#17 · Bhandaracell 4710002088

distance 0.154

#18 · Nagpurcell 4840003130

distance 0.16 · 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":4710003435}}}'

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.