Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002148

The MH-36 locality cells most similar to this Sangli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.279

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003865

distance 0.279

#2 · Solapurcell 4960006501

distance 0.288 · cross-district

#3 · Sanglicell 4930002485

distance 0.323

#4 · Kolhapurcell 4800002694

distance 0.327 · cross-district

#5 · Solapurcell 4960006504

distance 0.329 · cross-district

#6 · Solapurcell 4960005692

distance 0.329 · cross-district

#7 · Nashikcell 4870002303

distance 0.336 · cross-district

#8 · Solapurcell 4960008686

distance 0.337 · cross-district

#9 · Kolhapurcell 4800002682

distance 0.352 · cross-district

#10 · Dhulecell 4740003407

distance 0.352 · cross-district

#11 · Solapurcell 4960008778

distance 0.355 · cross-district

#12 · Solapurcell 4960004967

distance 0.356 · cross-district

#13 · Nandurbarcell 4860000773

distance 0.359 · cross-district

#14 · Nashikcell 4870002648

distance 0.36 · cross-district

#15 · Nashikcell 4870012111

distance 0.36 · cross-district

#16 · Sataracell 4940000047

distance 0.36 · cross-district

#17 · Solapurcell 4960008979

distance 0.361 · cross-district

#18 · Nashikcell 4870002879

distance 0.361 · 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":493,"cluster_id":4930002148}}}'

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.