Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880000731

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000173

distance 0.299

#2 · Buldhanacell 4720005458

distance 0.3 · cross-district

#3 · Dharashivcell 4880000655

distance 0.31

#4 · Ahmednagarcell 4660000739

distance 0.313 · cross-district

#5 · Dharashivcell 4880000203

distance 0.314

#6 · Hingolicell 4770000190

distance 0.314 · cross-district

#7 · Solapurcell 4960012310

distance 0.316 · cross-district

#8 · Buldhanacell 4720003017

distance 0.317 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690004610

distance 0.329 · cross-district

#10 · Ahmednagarcell 4660005333

distance 0.334 · cross-district

#11 · Dharashivcell 4880005922

distance 0.338

#12 · Ahmednagarcell 4660002678

distance 0.338 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003554

distance 0.341 · cross-district

#14 · Ahmednagarcell 4660012330

distance 0.345 · cross-district

#15 · Amravaticell 4680004946

distance 0.347 · cross-district

#16 · Sanglicell 4930000718

distance 0.348 · cross-district

#17 · Solapurcell 4960000409

distance 0.349 · cross-district

#18 · Parbhanicell 4890002733

distance 0.356 · 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":4880000731}}}'

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.