Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001205

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001117

distance 0.225

#2 · Chandrapurcell 4730001589

distance 0.271

#3 · Nagpurcell 4840007941

distance 0.271 · cross-district

#4 · Chandrapurcell 4730007007

distance 0.28

#5 · Chandrapurcell 4730006287

distance 0.286

#6 · Beedcell 4700003469

distance 0.287 · cross-district

#7 · Chandrapurcell 4730007000

distance 0.29

#8 · Nagpurcell 4840007855

distance 0.291 · cross-district

#9 · Chandrapurcell 4730001916

distance 0.305

#10 · Chandrapurcell 4730000760

distance 0.306

#11 · Jalgaoncell 4780000038

distance 0.307 · cross-district

#12 · Chandrapurcell 4730006994

distance 0.308

#13 · Chandrapurcell 4730006555

distance 0.311

#14 · Chandrapurcell 4730005758

distance 0.312

#15 · Nagpurcell 4840006228

distance 0.313 · cross-district

#16 · Chandrapurcell 4730001393

distance 0.313

#17 · Yavatmalcell 5000006625

distance 0.314 · cross-district

#18 · Nagpurcell 4840007128

distance 0.314 · 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":4730001205}}}'

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.