Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002701

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.228

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002065

distance 0.228 · cross-district

#2 · Sanglicell 4930005661

distance 0.24 · cross-district

#3 · Solapurcell 4960012430

distance 0.242 · cross-district

#4 · Sanglicell 4930004857

distance 0.244 · cross-district

#5 · Solapurcell 4960010799

distance 0.249 · cross-district

#6 · Laturcell 4810000067

distance 0.252 · cross-district

#7 · Solapurcell 4960003146

distance 0.252 · cross-district

#8 · Solapurcell 4960001512

distance 0.255 · cross-district

#9 · Washimcell 4990003955

distance 0.257 · cross-district

#10 · Buldhanacell 4720005719

distance 0.26 · cross-district

#11 · Nandedcell 4850000057

distance 0.26 · cross-district

#12 · Beedcell 4700006944

distance 0.263 · cross-district

#13 · Laturcell 4810000854

distance 0.267 · cross-district

#14 · Dharashivcell 4880000286

distance 0.267

#15 · Solapurcell 4960010724

distance 0.267 · cross-district

#16 · Amravaticell 4680000277

distance 0.27 · cross-district

#17 · Amravaticell 4680001156

distance 0.27 · cross-district

#18 · Ahmednagarcell 4660000369

distance 0.272 · 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":4880002701}}}'

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.