Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006103

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.256

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005318

distance 0.256

#2 · Sataracell 4940000893

distance 0.274 · cross-district

#3 · Sanglicell 4930004950

distance 0.286

#4 · Sataracell 4940000956

distance 0.287 · cross-district

#5 · Sanglicell 4930006119

distance 0.287

#6 · Akolacell 4670004274

distance 0.289 · cross-district

#7 · Sataracell 4940008028

distance 0.289 · cross-district

#8 · Sanglicell 4930005198

distance 0.293

#9 · Sanglicell 4930006194

distance 0.3

#10 · Nashikcell 4870010415

distance 0.303 · cross-district

#11 · Nashikcell 4870006142

distance 0.304 · cross-district

#12 · Sanglicell 4930006341

distance 0.305

#13 · Kolhapurcell 4800005471

distance 0.305 · cross-district

#14 · Dharashivcell 4880000811

distance 0.305 · cross-district

#15 · Nashikcell 4870003973

distance 0.307 · cross-district

#16 · Sanglicell 4930005437

distance 0.307

#17 · Ahmednagarcell 4660012152

distance 0.309 · cross-district

#18 · Sanglicell 4930004969

distance 0.31

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":4930006103}}}'

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.