Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004443

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000410

distance 0.195 · cross-district

#2 · Beedcell 4700002196

distance 0.234 · cross-district

#3 · Sataracell 4940007817

distance 0.242 · cross-district

#4 · Sanglicell 4930005481

distance 0.245

#5 · Beedcell 4700005396

distance 0.247 · cross-district

#6 · Ahmednagarcell 4660006763

distance 0.25 · cross-district

#7 · Solapurcell 4960008566

distance 0.251 · cross-district

#8 · Sanglicell 4930004098

distance 0.256

#9 · Solapurcell 4960008565

distance 0.258 · cross-district

#10 · Sataracell 4940008016

distance 0.258 · cross-district

#11 · Buldhanacell 4720006014

distance 0.259 · cross-district

#12 · Solapurcell 4960000161

distance 0.26 · cross-district

#13 · Akolacell 4670003347

distance 0.263 · cross-district

#14 · Buldhanacell 4720000230

distance 0.264 · cross-district

#15 · Sanglicell 4930005432

distance 0.264

#16 · Dharashivcell 4880001641

distance 0.266 · cross-district

#17 · Jalgaoncell 4780005261

distance 0.27 · cross-district

#18 · Buldhanacell 4720005522

distance 0.273 · 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":4930004443}}}'

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.