Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004417

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.262

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003970

distance 0.262

#2 · Beedcell 4700003356

distance 0.278 · cross-district

#3 · Dharashivcell 4880005792

distance 0.282

#4 · Nashikcell 4870011875

distance 0.282 · cross-district

#5 · Beedcell 4700002162

distance 0.302 · cross-district

#6 · Beedcell 4700008933

distance 0.308 · cross-district

#7 · Dharashivcell 4880004408

distance 0.327

#8 · Solapurcell 4960000747

distance 0.334 · cross-district

#9 · Dharashivcell 4880003095

distance 0.335

#10 · Dharashivcell 4880004351

distance 0.335

#11 · Dharashivcell 4880004327

distance 0.342

#12 · Ahmednagarcell 4660001714

distance 0.347 · cross-district

#13 · Solapurcell 4960006036

distance 0.347 · cross-district

#14 · Ahmednagarcell 4660001810

distance 0.351 · cross-district

#15 · Laturcell 4810001705

distance 0.352 · cross-district

#16 · Dharashivcell 4880004497

distance 0.353

#17 · Buldhanacell 4720002092

distance 0.354 · cross-district

#18 · Nandedcell 4850003345

distance 0.357 · 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":4880004417}}}'

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.