Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001152

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001283

distance 0.261

#2 · Sanglicell 4930002703

distance 0.273

#3 · Sanglicell 4930002691

distance 0.285

#4 · Beedcell 4700002522

distance 0.3 · cross-district

#5 · Dharashivcell 4880000335

distance 0.302 · cross-district

#6 · Sanglicell 4930002201

distance 0.303

#7 · Sanglicell 4930003072

distance 0.305

#8 · Buldhanacell 4720000495

distance 0.306 · cross-district

#9 · Solapurcell 4960012317

distance 0.308 · cross-district

#10 · Dharashivcell 4880003024

distance 0.309 · cross-district

#11 · Kolhapurcell 4800005535

distance 0.31 · cross-district

#12 · Ahmednagarcell 4660000827

distance 0.312 · cross-district

#13 · Laturcell 4810002073

distance 0.312 · cross-district

#14 · Solapurcell 4960006975

distance 0.313 · cross-district

#15 · Sanglicell 4930000313

distance 0.315

#16 · Jalgaoncell 4780000266

distance 0.316 · cross-district

#17 · Dharashivcell 4880005758

distance 0.318 · cross-district

#18 · Beedcell 4700003661

distance 0.319 · 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":4930001152}}}'

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.