Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960010128

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690003190

distance 0.283 · cross-district

#2 · Dharashivcell 4880001956

distance 0.296 · cross-district

#3 · Sataracell 4940007909

distance 0.302 · cross-district

#4 · Laturcell 4810003065

distance 0.302 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003091

distance 0.309 · cross-district

#6 · Nashikcell 4870010455

distance 0.315 · cross-district

#7 · Buldhanacell 4720005754

distance 0.321 · cross-district

#8 · Nandedcell 4850000097

distance 0.321 · cross-district

#9 · Sanglicell 4930002671

distance 0.324 · cross-district

#10 · Laturcell 4810003154

distance 0.325 · cross-district

#11 · Parbhanicell 4890004053

distance 0.327 · cross-district

#12 · Ahmednagarcell 4660005814

distance 0.331 · cross-district

#13 · Ahmednagarcell 4660014284

distance 0.333 · cross-district

#14 · Nagpurcell 4840003652

distance 0.333 · cross-district

#15 · Kolhapurcell 4800004964

distance 0.334 · cross-district

#16 · Jalnacell 4790003612

distance 0.335 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690005174

distance 0.335 · cross-district

#18 · Sanglicell 4930002082

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":4960010128}}}'

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.