Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000716

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000434

distance 0.148

#2 · Dharashivcell 4880000044

distance 0.167

#3 · Washimcell 4990002452

distance 0.174 · cross-district

#4 · Beedcell 4700000815

distance 0.175 · cross-district

#5 · Beedcell 4700001039

distance 0.185 · cross-district

#6 · Beedcell 4700001729

distance 0.187 · cross-district

#7 · Hingolicell 4770003710

distance 0.191 · cross-district

#8 · Dharashivcell 4880001012

distance 0.195

#9 · Laturcell 4810003795

distance 0.195 · cross-district

#10 · Dharashivcell 4880006366

distance 0.196

#11 · Beedcell 4700007347

distance 0.199 · cross-district

#12 · Sanglicell 4930004577

distance 0.203 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003575

distance 0.205 · cross-district

#14 · Parbhanicell 4890002921

distance 0.207 · cross-district

#15 · Laturcell 4810003884

distance 0.208 · cross-district

#16 · Sanglicell 4930004281

distance 0.209 · cross-district

#17 · Beedcell 4700002732

distance 0.212 · cross-district

#18 · Buldhanacell 4720000059

distance 0.212 · 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":4880000716}}}'

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.