Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004066

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

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004437

distance 0.288 · cross-district

#2 · Dharashivcell 4880003779

distance 0.3

#3 · Nagpurcell 4840001099

distance 0.323 · cross-district

#4 · Dharashivcell 4880003844

distance 0.331

#5 · Ahmednagarcell 4660003249

distance 0.334 · cross-district

#6 · Ahmednagarcell 4660002529

distance 0.337 · cross-district

#7 · Punecell 4900003363

distance 0.342 · cross-district

#8 · Ahmednagarcell 4660000465

distance 0.343 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002512

distance 0.343 · cross-district

#10 · Ahmednagarcell 4660003216

distance 0.346 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005078

distance 0.351 · cross-district

#12 · Sataracell 4940002570

distance 0.353 · cross-district

#13 · Punecell 4900009097

distance 0.355 · cross-district

#14 · Beedcell 4700002784

distance 0.356 · cross-district

#15 · Solapurcell 4960001583

distance 0.357 · cross-district

#16 · Beedcell 4700004698

distance 0.358 · cross-district

#17 · Solapurcell 4960004080

distance 0.358 · cross-district

#18 · Washimcell 4990000141

distance 0.36 · 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":4880004066}}}'

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.