Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001950

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 6 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.255

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002031

distance 0.255

#2 · Chandrapurcell 4730002977

distance 0.281

#3 · Chandrapurcell 4730003461

distance 0.282

#4 · Chandrapurcell 4730003244

distance 0.286

#5 · Chandrapurcell 4730004319

distance 0.288

#6 · Jalgaoncell 4780005204

distance 0.299 · cross-district

#7 · Chandrapurcell 4730002450

distance 0.304

#8 · Chandrapurcell 4730000792

distance 0.32

#9 · Chandrapurcell 4730002111

distance 0.323

#10 · Nagpurcell 4840001293

distance 0.325 · cross-district

#11 · Jalgaoncell 4780005604

distance 0.327 · cross-district

#12 · Chandrapurcell 4730003246

distance 0.336

#13 · Gadchirolicell 4750009060

distance 0.343 · cross-district

#14 · Akolacell 4670001225

distance 0.346 · cross-district

#15 · Chandrapurcell 4730003163

distance 0.349

#16 · Dharashivcell 4880000981

distance 0.351 · cross-district

#17 · Gadchirolicell 4750003242

distance 0.353 · cross-district

#18 · Jalgaoncell 4780005743

distance 0.356 · 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":4730001950}}}'

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.