Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004629

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.237

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006980

distance 0.237 · cross-district

#2 · Nagpurcell 4840001170

distance 0.261 · cross-district

#3 · Chandrapurcell 4730004820

distance 0.265

#4 · Chandrapurcell 4730004729

distance 0.272

#5 · Parbhanicell 4890001711

distance 0.285 · cross-district

#6 · Chandrapurcell 4730002528

distance 0.289

#7 · Chandrapurcell 4730001799

distance 0.295

#8 · Nagpurcell 4840001168

distance 0.296 · cross-district

#9 · Yavatmalcell 5000002684

distance 0.298 · cross-district

#10 · Chandrapurcell 4730005744

distance 0.315

#11 · Gadchirolicell 4750004457

distance 0.322 · cross-district

#12 · Chandrapurcell 4730003991

distance 0.324

#13 · Chandrapurcell 4730002529

distance 0.325

#14 · Jalgaoncell 4780006982

distance 0.325 · cross-district

#15 · Chandrapurcell 4730006558

distance 0.327

#16 · Nagpurcell 4840000883

distance 0.329 · cross-district

#17 · Chandrapurcell 4730006652

distance 0.33

#18 · Chandrapurcell 4730004916

distance 0.331

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":4730004629}}}'

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.