Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003979

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000004482

distance 0.218 · cross-district

#2 · Jalgaoncell 4780005245

distance 0.228 · cross-district

#3 · Hingolicell 4770003522

distance 0.23 · cross-district

#4 · Chandrapurcell 4730002282

distance 0.233

#5 · Washimcell 4990001253

distance 0.234 · cross-district

#6 · Chandrapurcell 4730001758

distance 0.238

#7 · Hingolicell 4770003803

distance 0.239 · cross-district

#8 · Amravaticell 4680000656

distance 0.24 · cross-district

#9 · Akolacell 4670000172

distance 0.24 · cross-district

#10 · Solapurcell 4960000240

distance 0.245 · cross-district

#11 · Jalgaoncell 4780005487

distance 0.247 · cross-district

#12 · Amravaticell 4680000414

distance 0.247 · cross-district

#13 · Jalgaoncell 4780005807

distance 0.248 · cross-district

#14 · Wardhacell 4980000570

distance 0.249 · cross-district

#15 · Jalgaoncell 4780005234

distance 0.249 · cross-district

#16 · Yavatmalcell 5000008965

distance 0.25 · cross-district

#17 · Buldhanacell 4720006720

distance 0.251 · cross-district

#18 · Chandrapurcell 4730001732

distance 0.252

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":4730003979}}}'

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.