Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001233

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001947

distance 0.09

#2 · Chandrapurcell 4730001936

distance 0.17

#3 · Chandrapurcell 4730002104

distance 0.172

#4 · Nandedcell 4850000651

distance 0.176 · cross-district

#5 · Chandrapurcell 4730001052

distance 0.18

#6 · Chandrapurcell 4730000710

distance 0.186

#7 · Chandrapurcell 4730004234

distance 0.188

#8 · Chandrapurcell 4730001146

distance 0.188

#9 · Chandrapurcell 4730001783

distance 0.189

#10 · Chandrapurcell 4730001055

distance 0.192

#11 · Chandrapurcell 4730001693

distance 0.201

#12 · Chandrapurcell 4730002724

distance 0.202

#13 · Chandrapurcell 4730003779

distance 0.202

#14 · Nagpurcell 4840007132

distance 0.203 · cross-district

#15 · Nandedcell 4850001288

distance 0.206 · cross-district

#16 · Nandedcell 4850000196

distance 0.206 · cross-district

#17 · Nandedcell 4850001289

distance 0.207 · cross-district

#18 · Nandedcell 4850001118

distance 0.208 · 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":4730001233}}}'

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.