Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002590

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

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710001573

distance 0.227 · cross-district

#2 · Chandrapurcell 4730002034

distance 0.26

#3 · Chandrapurcell 4730002389

distance 0.272

#4 · Jalgaoncell 4780004865

distance 0.272 · cross-district

#5 · Bhandaracell 4710002387

distance 0.274 · cross-district

#6 · Nagpurcell 4840004397

distance 0.275 · cross-district

#7 · Akolacell 4670001230

distance 0.278 · cross-district

#8 · Buldhanacell 4720006313

distance 0.281 · cross-district

#9 · Jalgaoncell 4780006958

distance 0.285 · cross-district

#10 · Chandrapurcell 4730003557

distance 0.289

#11 · Chandrapurcell 4730000792

distance 0.296

#12 · Akolacell 4670001212

distance 0.3 · cross-district

#13 · Bhandaracell 4710002637

distance 0.301 · cross-district

#14 · Chandrapurcell 4730003607

distance 0.302

#15 · Jalgaoncell 4780005244

distance 0.302 · cross-district

#16 · Akolacell 4670002902

distance 0.306 · cross-district

#17 · Gadchirolicell 4750008963

distance 0.307 · cross-district

#18 · Solapurcell 4960010587

distance 0.308 · 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":4730002590}}}'

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.