Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002936

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005386

distance 0.25

#2 · Chandrapurcell 4730003018

distance 0.251

#3 · Chandrapurcell 4730001980

distance 0.258

#4 · Yavatmalcell 5000005867

distance 0.265 · cross-district

#5 · Gadchirolicell 4750008973

distance 0.27 · cross-district

#6 · Chandrapurcell 4730005078

distance 0.27

#7 · Chandrapurcell 4730002545

distance 0.274

#8 · Chandrapurcell 4730001906

distance 0.281

#9 · Dharashivcell 4880004194

distance 0.283 · cross-district

#10 · Yavatmalcell 5000011278

distance 0.286 · cross-district

#11 · Nagpurcell 4840000937

distance 0.286 · cross-district

#12 · Gondiacell 4760000240

distance 0.293 · cross-district

#13 · Beedcell 4700008371

distance 0.294 · cross-district

#14 · Gadchirolicell 4750010321

distance 0.294 · cross-district

#15 · Yavatmalcell 5000003114

distance 0.295 · cross-district

#16 · Buldhanacell 4720002450

distance 0.298 · cross-district

#17 · Chandrapurcell 4730001556

distance 0.299

#18 · Chandrapurcell 4730003430

distance 0.3

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":4730002936}}}'

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.