Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730009413

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730009470

distance 0.138

#2 · Nagpurcell 4840000110

distance 0.14 · cross-district

#3 · Chandrapurcell 4730009411

distance 0.154

#4 · Chandrapurcell 4730009469

distance 0.155

#5 · Chandrapurcell 4730009092

distance 0.159

#6 · Bhandaracell 4710001524

distance 0.164 · cross-district

#7 · Chandrapurcell 4730009473

distance 0.169

#8 · Nagpurcell 4840000327

distance 0.17 · cross-district

#9 · Bhandaracell 4710000044

distance 0.171 · cross-district

#10 · Nagpurcell 4840000475

distance 0.171 · cross-district

#11 · Chandrapurcell 4730009740

distance 0.173

#12 · Chandrapurcell 4730009475

distance 0.175

#13 · Nagpurcell 4840000285

distance 0.176 · cross-district

#14 · Nagpurcell 4840000415

distance 0.177 · cross-district

#15 · Nagpurcell 4840000127

distance 0.178 · cross-district

#16 · Chandrapurcell 4730009293

distance 0.179

#17 · Chandrapurcell 4730009476

distance 0.18

#18 · Nagpurcell 4840000591

distance 0.181 · 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":473,"cluster_id":4730009413}}}'

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.