Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009608

The MH-36 locality cells most similar to this Chandrapur 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

0.098

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009612

distance 0.098

#2 · Bhandaracell 4710000553

distance 0.124 · cross-district

#3 · Chandrapurcell 4730009618

distance 0.136

#4 · Bhandaracell 4710000232

distance 0.141 · cross-district

#5 · Chandrapurcell 4730009752

distance 0.143

#6 · Bhandaracell 4710000664

distance 0.143 · cross-district

#7 · Bhandaracell 4710000498

distance 0.15 · cross-district

#8 · Chandrapurcell 4730009560

distance 0.152

#9 · Bhandaracell 4710000500

distance 0.153 · cross-district

#10 · Bhandaracell 4710000578

distance 0.156 · cross-district

#11 · Chandrapurcell 4730009563

distance 0.156

#12 · Chandrapurcell 4730009557

distance 0.17

#13 · Bhandaracell 4710000372

distance 0.172 · cross-district

#14 · Bhandaracell 4710000325

distance 0.173 · cross-district

#15 · Bhandaracell 4710000714

distance 0.173 · cross-district

#16 · Bhandaracell 4710000417

distance 0.175 · cross-district

#17 · Chandrapurcell 4730009163

distance 0.181

#18 · Chandrapurcell 4730009431

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":473,"cluster_id":4730009608}}}'

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.