Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002281

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

0.197

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001812

distance 0.197

#2 · Chandrapurcell 4730002607

distance 0.225

#3 · Akolacell 4670001220

distance 0.24 · cross-district

#4 · Chandrapurcell 4730002932

distance 0.254

#5 · Chandrapurcell 4730002045

distance 0.255

#6 · Wardhacell 4980000506

distance 0.257 · cross-district

#7 · Gadchirolicell 4750007746

distance 0.257 · cross-district

#8 · Chandrapurcell 4730003279

distance 0.262

#9 · Jalgaoncell 4780004874

distance 0.263 · cross-district

#10 · Jalgaoncell 4780004766

distance 0.266 · cross-district

#11 · Amravaticell 4680001567

distance 0.268 · cross-district

#12 · Parbhanicell 4890000913

distance 0.269 · cross-district

#13 · Nagpurcell 4840007402

distance 0.273 · cross-district

#14 · Jalgaoncell 4780004997

distance 0.275 · cross-district

#15 · Akolacell 4670001622

distance 0.276 · cross-district

#16 · Chandrapurcell 4730004052

distance 0.276

#17 · Akolacell 4670002874

distance 0.279 · cross-district

#18 · Amravaticell 4680001280

distance 0.28 · 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":4730002281}}}'

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.