Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960001234

The MH-36 locality cells most similar to this Solapur 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.346

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880005447

distance 0.346 · cross-district

#2 · Beedcell 4700008472

distance 0.361 · cross-district

#3 · Beedcell 4700008850

distance 0.38 · cross-district

#4 · Parbhanicell 4890001461

distance 0.382 · cross-district

#5 · Parbhanicell 4890001317

distance 0.383 · cross-district

#6 · Solapurcell 4960002878

distance 0.394

#7 · Parbhanicell 4890001537

distance 0.396 · cross-district

#8 · Nandedcell 4850004590

distance 0.397 · cross-district

#9 · Dharashivcell 4880004657

distance 0.397 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690007486

distance 0.406 · cross-district

#11 · Sanglicell 4930003407

distance 0.407 · cross-district

#12 · Parbhanicell 4890001253

distance 0.414 · cross-district

#13 · Beedcell 4700004066

distance 0.416 · cross-district

#14 · Parbhanicell 4890001538

distance 0.422 · cross-district

#15 · Solapurcell 4960005451

distance 0.424

#16 · Laturcell 4810004214

distance 0.433 · cross-district

#17 · Nandedcell 4850004335

distance 0.435 · cross-district

#18 · Nandedcell 4850007106

distance 0.437 · 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":496,"cluster_id":4960001234}}}'

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.