Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003342

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003881

distance 0.164

#2 · Chandrapurcell 4730003811

distance 0.216

#3 · Chandrapurcell 4730002818

distance 0.238

#4 · Gadchirolicell 4750007900

distance 0.254 · cross-district

#5 · Chandrapurcell 4730002932

distance 0.258

#6 · Gadchirolicell 4750005428

distance 0.266 · cross-district

#7 · Gadchirolicell 4750009066

distance 0.269 · cross-district

#8 · Solapurcell 4960010632

distance 0.27 · cross-district

#9 · Jalgaoncell 4780006534

distance 0.275 · cross-district

#10 · Akolacell 4670002205

distance 0.275 · cross-district

#11 · Chandrapurcell 4730003493

distance 0.279

#12 · Jalgaoncell 4780008431

distance 0.281 · cross-district

#13 · Jalgaoncell 4780006532

distance 0.281 · cross-district

#14 · Gadchirolicell 4750007828

distance 0.281 · cross-district

#15 · Chandrapurcell 4730003825

distance 0.281

#16 · Parbhanicell 4890001871

distance 0.284 · cross-district

#17 · Hingolicell 4770003728

distance 0.285 · cross-district

#18 · Chandrapurcell 4730004055

distance 0.29

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":4730003342}}}'

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.