Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005015

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.133

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005110

distance 0.133

#2 · Beedcell 4700007057

distance 0.164 · cross-district

#3 · Beedcell 4700006553

distance 0.177 · cross-district

#4 · Beedcell 4700000931

distance 0.181 · cross-district

#5 · Beedcell 4700006563

distance 0.184 · cross-district

#6 · Dharashivcell 4880004293

distance 0.187

#7 · Sanglicell 4930005579

distance 0.188 · cross-district

#8 · Buldhanacell 4720002875

distance 0.19 · cross-district

#9 · Beedcell 4700006433

distance 0.19 · cross-district

#10 · Sanglicell 4930004712

distance 0.191 · cross-district

#11 · Dharashivcell 4880003358

distance 0.193

#12 · Dharashivcell 4880004915

distance 0.196

#13 · Beedcell 4700007054

distance 0.197 · cross-district

#14 · Dharashivcell 4880000709

distance 0.198

#15 · Washimcell 4990000722

distance 0.198 · cross-district

#16 · Beedcell 4700005571

distance 0.2 · cross-district

#17 · Solapurcell 4960000849

distance 0.202 · cross-district

#18 · Washimcell 4990004221

distance 0.203 · 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":4880005015}}}'

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.