Bhārata Strata · Maharashtra · Solapur · morphological twins

Places like cell 4960011638

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011636

distance 0.248

#2 · Sanglicell 4930007058

distance 0.28 · cross-district

#3 · Beedcell 4700006657

distance 0.286 · cross-district

#4 · Nagpurcell 4840007427

distance 0.301 · cross-district

#5 · Sataracell 4940005456

distance 0.317 · cross-district

#6 · Ahmednagarcell 4660002529

distance 0.32 · cross-district

#7 · Punecell 4900003627

distance 0.32 · cross-district

#8 · Ahmednagarcell 4660002432

distance 0.323 · cross-district

#9 · Punecell 4900003494

distance 0.328 · cross-district

#10 · Solapurcell 4960012172

distance 0.33

#11 · Sanglicell 4930007033

distance 0.334 · cross-district

#12 · Nashikcell 4870010331

distance 0.338 · cross-district

#13 · Beedcell 4700004699

distance 0.34 · cross-district

#14 · Punecell 4900003362

distance 0.347 · cross-district

#15 · Beedcell 4700006823

distance 0.348 · cross-district

#16 · Ahmednagarcell 4660000820

distance 0.352 · cross-district

#17 · Sataracell 4940004450

distance 0.354 · cross-district

#18 · Sataracell 4940004570

distance 0.356 · 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":4960011638}}}'

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.