Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004206

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810002167

distance 0.268 · cross-district

#2 · Dharashivcell 4880004200

distance 0.286

#3 · Washimcell 4990000703

distance 0.298 · cross-district

#4 · Ahmednagarcell 4660009933

distance 0.316 · cross-district

#5 · Nandedcell 4850000645

distance 0.336 · cross-district

#6 · Ahmednagarcell 4660012739

distance 0.341 · cross-district

#7 · Solapurcell 4960007093

distance 0.352 · cross-district

#8 · Nandedcell 4850002232

distance 0.354 · cross-district

#9 · Parbhanicell 4890004857

distance 0.359 · cross-district

#10 · Ahmednagarcell 4660014188

distance 0.375 · cross-district

#11 · Buldhanacell 4720001254

distance 0.379 · cross-district

#12 · Buldhanacell 4720001501

distance 0.38 · cross-district

#13 · Kolhapurcell 4800001396

distance 0.381 · cross-district

#14 · Jalgaoncell 4780008497

distance 0.4 · cross-district

#15 · Jalgaoncell 4780004484

distance 0.402 · cross-district

#16 · Nandedcell 4850002561

distance 0.402 · cross-district

#17 · Punecell 4900007010

distance 0.407 · cross-district

#18 · Buldhanacell 4720004156

distance 0.409 · 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":4880004206}}}'

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.