Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001656

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001427

distance 0.211 · cross-district

#2 · Nandedcell 4850000798

distance 0.228 · cross-district

#3 · Nagpurcell 4840003946

distance 0.236 · cross-district

#4 · Washimcell 4990001121

distance 0.245 · cross-district

#5 · Akolacell 4670002837

distance 0.249 · cross-district

#6 · Jalgaoncell 4780007185

distance 0.251 · cross-district

#7 · Jalgaoncell 4780004048

distance 0.251 · cross-district

#8 · Beedcell 4700007155

distance 0.256 · cross-district

#9 · Chandrapurcell 4730003600

distance 0.258

#10 · Yavatmalcell 5000001373

distance 0.26 · cross-district

#11 · Washimcell 4990001094

distance 0.261 · cross-district

#12 · Chandrapurcell 4730006999

distance 0.261

#13 · Nandedcell 4850001717

distance 0.27 · cross-district

#14 · Dharashivcell 4880000281

distance 0.273 · cross-district

#15 · Beedcell 4700008892

distance 0.273 · cross-district

#16 · Beedcell 4700008599

distance 0.275 · cross-district

#17 · Yavatmalcell 5000010656

distance 0.275 · cross-district

#18 · Nagpurcell 4840006612

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":4730001656}}}'

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.