Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003538

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

0.348

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004950

distance 0.348 · cross-district

#2 · Kolhapurcell 4800004857

distance 0.377 · cross-district

#3 · Kolhapurcell 4800004019

distance 0.383 · cross-district

#4 · Chandrapurcell 4730003044

distance 0.387

#5 · Nagpurcell 4840003960

distance 0.39 · cross-district

#6 · Akolacell 4670001772

distance 0.432 · cross-district

#7 · Chandrapurcell 4730002976

distance 0.434

#8 · Kolhapurcell 4800004106

distance 0.437 · cross-district

#9 · Jalgaoncell 4780005617

distance 0.439 · cross-district

#10 · Nagpurcell 4840000593

distance 0.439 · cross-district

#11 · Nagpurcell 4840004617

distance 0.442 · cross-district

#12 · Chandrapurcell 4730003096

distance 0.443

#13 · Jalgaoncell 4780005888

distance 0.454 · cross-district

#14 · Nagpurcell 4840002548

distance 0.456 · cross-district

#15 · Kolhapurcell 4800004422

distance 0.457 · cross-district

#16 · Yavatmalcell 5000008831

distance 0.469 · cross-district

#17 · Jalgaoncell 4780008197

distance 0.47 · cross-district

#18 · Kolhapurcell 4800004415

distance 0.475 · 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":4730003538}}}'

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.