Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730000723

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.264

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840001551

distance 0.264 · cross-district

#2 · Chandrapurcell 4730002261

distance 0.273

#3 · Gadchirolicell 4750007967

distance 0.274 · cross-district

#4 · Chandrapurcell 4730003212

distance 0.301

#5 · Buldhanacell 4720005653

distance 0.308 · cross-district

#6 · Bhandaracell 4710001021

distance 0.309 · cross-district

#7 · Bhandaracell 4710001451

distance 0.31 · cross-district

#8 · Nagpurcell 4840001917

distance 0.315 · cross-district

#9 · Yavatmalcell 5000006760

distance 0.319 · cross-district

#10 · Amravaticell 4680006174

distance 0.321 · cross-district

#11 · Nagpurcell 4840007123

distance 0.322 · cross-district

#12 · Nagpurcell 4840006007

distance 0.323 · cross-district

#13 · Yavatmalcell 5000003090

distance 0.323 · cross-district

#14 · Nagpurcell 4840002369

distance 0.324 · cross-district

#15 · Nagpurcell 4840000664

distance 0.329 · cross-district

#16 · Ratnagiricell 4920004420

distance 0.331 · cross-district

#17 · Amravaticell 4680005615

distance 0.333 · cross-district

#18 · Kolhapurcell 4800002058

distance 0.334 · 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":4730000723}}}'

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.