Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880005738

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 8 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 · Solapurcell 4960006830

distance 0.268 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690000053

distance 0.28 · cross-district

#3 · Beedcell 4700005526

distance 0.285 · cross-district

#4 · Laturcell 4810001087

distance 0.288 · cross-district

#5 · Washimcell 4990002374

distance 0.295 · cross-district

#6 · Solapurcell 4960002328

distance 0.3 · cross-district

#7 · Laturcell 4810000796

distance 0.3 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007842

distance 0.301 · cross-district

#9 · Dharashivcell 4880003326

distance 0.301

#10 · Dharashivcell 4880003103

distance 0.308

#11 · Beedcell 4700007579

distance 0.31 · cross-district

#12 · Ahmednagarcell 4660007251

distance 0.313 · cross-district

#13 · Solapurcell 4960005897

distance 0.313 · cross-district

#14 · Beedcell 4700002178

distance 0.323 · cross-district

#15 · Laturcell 4810002291

distance 0.325 · cross-district

#16 · Beedcell 4700005450

distance 0.326 · cross-district

#17 · Sanglicell 4930001307

distance 0.326 · cross-district

#18 · Solapurcell 4960006311

distance 0.327 · 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":4880005738}}}'

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.