Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002602

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.175

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000006643

distance 0.175 · cross-district

#2 · Akolacell 4670000686

distance 0.19 · cross-district

#3 · Jalgaoncell 4780004856

distance 0.192 · cross-district

#4 · Chandrapurcell 4730005088

distance 0.195

#5 · Nagpurcell 4840002109

distance 0.195 · cross-district

#6 · Chandrapurcell 4730002599

distance 0.195

#7 · Chandrapurcell 4730002351

distance 0.201

#8 · Chandrapurcell 4730001902

distance 0.203

#9 · Chandrapurcell 4730001466

distance 0.205

#10 · Jalgaoncell 4780006048

distance 0.206 · cross-district

#11 · Buldhanacell 4720005660

distance 0.206 · cross-district

#12 · Chandrapurcell 4730002286

distance 0.206

#13 · Jalgaoncell 4780004875

distance 0.207 · cross-district

#14 · Nagpurcell 4840000252

distance 0.212 · cross-district

#15 · Amravaticell 4680001162

distance 0.213 · cross-district

#16 · Chandrapurcell 4730001740

distance 0.213

#17 · Buldhanacell 4720006563

distance 0.213 · cross-district

#18 · Jalgaoncell 4780004057

distance 0.214 · 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":4730002602}}}'

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.