Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960008169

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000151

distance 0.285 · cross-district

#2 · Solapurcell 4960009377

distance 0.293

#3 · Beedcell 4700005404

distance 0.298 · cross-district

#4 · Kolhapurcell 4800004972

distance 0.3 · cross-district

#5 · Kolhapurcell 4800004046

distance 0.302 · cross-district

#6 · Kolhapurcell 4800003891

distance 0.31 · cross-district

#7 · Punecell 4900000705

distance 0.317 · cross-district

#8 · Yavatmalcell 5000001656

distance 0.318 · cross-district

#9 · Kolhapurcell 4800003612

distance 0.32 · cross-district

#10 · Ahmednagarcell 4660000308

distance 0.321 · cross-district

#11 · Nandurbarcell 4860001700

distance 0.323 · cross-district

#12 · Akolacell 4670002641

distance 0.323 · cross-district

#13 · Kolhapurcell 4800004290

distance 0.326 · cross-district

#14 · Sataracell 4940001299

distance 0.329 · cross-district

#15 · Beedcell 4700005684

distance 0.331 · cross-district

#16 · Punecell 4900000516

distance 0.332 · cross-district

#17 · Beedcell 4700005410

distance 0.332 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690003388

distance 0.335 · 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":4960008169}}}'

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.