Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880003277

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

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810001148

distance 0.205 · cross-district

#2 · Dharashivcell 4880003326

distance 0.288

#3 · Solapurcell 4960006830

distance 0.313 · cross-district

#4 · Laturcell 4810001087

distance 0.316 · cross-district

#5 · Buldhanacell 4720000431

distance 0.325 · cross-district

#6 · Dharashivcell 4880003619

distance 0.328

#7 · Dharashivcell 4880002602

distance 0.329

#8 · Dharashivcell 4880002856

distance 0.33

#9 · Jalnacell 4790000357

distance 0.34 · cross-district

#10 · Nandedcell 4850004600

distance 0.343 · cross-district

#11 · Beedcell 4700002378

distance 0.344 · cross-district

#12 · Dharashivcell 4880002992

distance 0.344

#13 · Solapurcell 4960005054

distance 0.349 · cross-district

#14 · Washimcell 4990003922

distance 0.351 · cross-district

#15 · Solapurcell 4960004894

distance 0.352 · cross-district

#16 · Dharashivcell 4880002878

distance 0.362

#17 · Dharashivcell 4880006270

distance 0.363

#18 · Ahmednagarcell 4660012033

distance 0.365 · 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":4880003277}}}'

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.