Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006949

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007041

distance 0.181

#2 · Ahmednagarcell 4660000076

distance 0.239 · cross-district

#3 · Sataracell 4940002125

distance 0.24 · cross-district

#4 · Dharashivcell 4880000691

distance 0.247 · cross-district

#5 · Ahmednagarcell 4660008085

distance 0.248 · cross-district

#6 · Solapurcell 4960005968

distance 0.252 · cross-district

#7 · Sanglicell 4930004595

distance 0.252

#8 · Punecell 4900006051

distance 0.254 · cross-district

#9 · Sataracell 4940005039

distance 0.255 · cross-district

#10 · Dharashivcell 4880000846

distance 0.258 · cross-district

#11 · Sanglicell 4930007025

distance 0.259

#12 · Solapurcell 4960000090

distance 0.259 · cross-district

#13 · Buldhanacell 4720007160

distance 0.259 · cross-district

#14 · Punecell 4900001850

distance 0.264 · cross-district

#15 · Ahmednagarcell 4660003988

distance 0.265 · cross-district

#16 · Punecell 4900004318

distance 0.267 · cross-district

#17 · Amravaticell 4680000587

distance 0.268 · cross-district

#18 · Sanglicell 4930007172

distance 0.272

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":4930006949}}}'

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.