Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000539

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000586

distance 0.072

#2 · Bhandaracell 4710000679

distance 0.086

#3 · Bhandaracell 4710000758

distance 0.099

#4 · Bhandaracell 4710000756

distance 0.11

#5 · Chandrapurcell 4730009433

distance 0.114 · cross-district

#6 · Chandrapurcell 4730009495

distance 0.125 · cross-district

#7 · Bhandaracell 4710000626

distance 0.126

#8 · Bhandaracell 4710000590

distance 0.134

#9 · Bhandaracell 4710000682

distance 0.138

#10 · Bhandaracell 4710000150

distance 0.15

#11 · Bhandaracell 4710000729

distance 0.151

#12 · Chandrapurcell 4730009657

distance 0.153 · cross-district

#13 · Bhandaracell 4710000680

distance 0.156

#14 · Bhandaracell 4710000728

distance 0.159

#15 · Bhandaracell 4710000281

distance 0.161

#16 · Bhandaracell 4710000152

distance 0.163

#17 · Bhandaracell 4710000109

distance 0.164

#18 · Chandrapurcell 4730009436

distance 0.164 · 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":4710000539}}}'

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.