Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005300

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870009216

distance 0.263 · cross-district

#2 · Nashikcell 4870006000

distance 0.284 · cross-district

#3 · Nashikcell 4870001387

distance 0.315 · cross-district

#4 · Nashikcell 4870003972

distance 0.325 · cross-district

#5 · Punecell 4900006404

distance 0.334 · cross-district

#6 · Nashikcell 4870005268

distance 0.335 · cross-district

#7 · Ahmednagarcell 4660008248

distance 0.355 · cross-district

#8 · Nashikcell 4870009625

distance 0.356 · cross-district

#9 · Nashikcell 4870003679

distance 0.356 · cross-district

#10 · Solapurcell 4960008139

distance 0.357 · cross-district

#11 · Solapurcell 4960007609

distance 0.363 · cross-district

#12 · Nashikcell 4870003565

distance 0.367 · cross-district

#13 · Nashikcell 4870010023

distance 0.37 · cross-district

#14 · Nashikcell 4870012391

distance 0.371 · cross-district

#15 · Ahmednagarcell 4660013349

distance 0.375 · cross-district

#16 · Nashikcell 4870004988

distance 0.375 · cross-district

#17 · Nashikcell 4870001690

distance 0.381 · cross-district

#18 · Ahmednagarcell 4660013656

distance 0.383 · 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":4930005300}}}'

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.