Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002859

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680003284

distance 0.208 · cross-district

#2 · Chandrapurcell 4730003646

distance 0.218

#3 · Laturcell 4810003462

distance 0.221 · cross-district

#4 · Chandrapurcell 4730003069

distance 0.228

#5 · Akolacell 4670001069

distance 0.228 · cross-district

#6 · Jalgaoncell 4780005501

distance 0.237 · cross-district

#7 · Washimcell 4990003746

distance 0.241 · cross-district

#8 · Solapurcell 4960010632

distance 0.25 · cross-district

#9 · Laturcell 4810003969

distance 0.251 · cross-district

#10 · Chandrapurcell 4730001567

distance 0.254

#11 · Dharashivcell 4880000458

distance 0.255 · cross-district

#12 · Beedcell 4700006299

distance 0.257 · cross-district

#13 · Washimcell 4990000376

distance 0.259 · cross-district

#14 · Amravaticell 4680003592

distance 0.26 · cross-district

#15 · Chandrapurcell 4730003566

distance 0.263

#16 · Jalgaoncell 4780005120

distance 0.263 · cross-district

#17 · Jalgaoncell 4780005510

distance 0.265 · cross-district

#18 · Solapurcell 4960009920

distance 0.267 · 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":4730002859}}}'

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.