Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004593

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007075

distance 0.233

#2 · Chandrapurcell 4730005166

distance 0.243

#3 · Nandedcell 4850002599

distance 0.248 · cross-district

#4 · Chandrapurcell 4730008987

distance 0.248

#5 · Chandrapurcell 4730008107

distance 0.25

#6 · Chandrapurcell 4730007803

distance 0.25

#7 · Dharashivcell 4880003415

distance 0.257 · cross-district

#8 · Yavatmalcell 5000008730

distance 0.269 · cross-district

#9 · Gadchirolicell 4750007817

distance 0.275 · cross-district

#10 · Solapurcell 4960007863

distance 0.278 · cross-district

#11 · Gadchirolicell 4750010642

distance 0.28 · cross-district

#12 · Amravaticell 4680006195

distance 0.283 · cross-district

#13 · Solapurcell 4960009514

distance 0.288 · cross-district

#14 · Yavatmalcell 5000011383

distance 0.289 · cross-district

#15 · Gadchirolicell 4750006916

distance 0.29 · cross-district

#16 · Amravaticell 4680006901

distance 0.292 · cross-district

#17 · Yavatmalcell 5000006738

distance 0.292 · cross-district

#18 · Solapurcell 4960001164

distance 0.293 · 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":4730004593}}}'

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.