Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005438

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

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004492

distance 0.16

#2 · Dharashivcell 4880005428

distance 0.209

#3 · Chhatrapati Sambhajinagarcell 4690000581

distance 0.215 · cross-district

#4 · Nandedcell 4850002854

distance 0.216 · cross-district

#5 · Parbhanicell 4890001190

distance 0.22 · cross-district

#6 · Nandedcell 4850003043

distance 0.225 · cross-district

#7 · Parbhanicell 4890001629

distance 0.243 · cross-district

#8 · Dharashivcell 4880003144

distance 0.247

#9 · Ahmednagarcell 4660002323

distance 0.254 · cross-district

#10 · Nandedcell 4850005575

distance 0.26 · cross-district

#11 · Dharashivcell 4880003713

distance 0.263

#12 · Beedcell 4700007676

distance 0.263 · cross-district

#13 · Ahmednagarcell 4660001316

distance 0.273 · cross-district

#14 · Dharashivcell 4880006061

distance 0.275

#15 · Chhatrapati Sambhajinagarcell 4690007485

distance 0.276 · cross-district

#16 · Ahmednagarcell 4660003072

distance 0.277 · cross-district

#17 · Ahmednagarcell 4660011925

distance 0.287 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690000733

distance 0.289 · 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":4880005438}}}'

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.