Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000281

The MH-36 locality cells most similar to this Dharashiv 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 11 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001526

distance 0.192 · cross-district

#2 · Dharashivcell 4880001512

distance 0.227

#3 · Laturcell 4810003780

distance 0.235 · cross-district

#4 · Laturcell 4810002367

distance 0.236 · cross-district

#5 · Beedcell 4700005833

distance 0.245 · cross-district

#6 · Ahmednagarcell 4660012815

distance 0.248 · cross-district

#7 · Beedcell 4700007155

distance 0.249 · cross-district

#8 · Ahmednagarcell 4660012380

distance 0.251 · cross-district

#9 · Washimcell 4990001094

distance 0.253 · cross-district

#10 · Kolhapurcell 4800004130

distance 0.253 · cross-district

#11 · Amravaticell 4680005271

distance 0.257 · cross-district

#12 · Nandedcell 4850000798

distance 0.266 · cross-district

#13 · Kolhapurcell 4800005149

distance 0.268 · cross-district

#14 · Dharashivcell 4880001904

distance 0.272

#15 · Chandrapurcell 4730001656

distance 0.273 · cross-district

#16 · Solapurcell 4960011188

distance 0.277 · cross-district

#17 · Laturcell 4810001185

distance 0.278 · cross-district

#18 · Parbhanicell 4890002368

distance 0.281 · 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":488,"cluster_id":4880000281}}}'

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.