Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003686

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

0.247

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003521

distance 0.247

#2 · Sanglicell 4930002650

distance 0.275

#3 · Sanglicell 4930003169

distance 0.276

#4 · Sanglicell 4930003856

distance 0.298

#5 · Sataracell 4940000209

distance 0.303 · cross-district

#6 · Nandurbarcell 4860004302

distance 0.314 · cross-district

#7 · Sanglicell 4930001978

distance 0.315

#8 · Sanglicell 4930001356

distance 0.317

#9 · Kolhapurcell 4800005994

distance 0.318 · cross-district

#10 · Sanglicell 4930003854

distance 0.322

#11 · Kolhapurcell 4800006251

distance 0.323 · cross-district

#12 · Sanglicell 4930002822

distance 0.326

#13 · Sanglicell 4930003168

distance 0.333

#14 · Sanglicell 4930003345

distance 0.335

#15 · Kolhapurcell 4800006228

distance 0.337 · cross-district

#16 · Sanglicell 4930003511

distance 0.338

#17 · Kolhapurcell 4800005876

distance 0.343 · cross-district

#18 · Sataracell 4940000010

distance 0.344 · 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":4930003686}}}'

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.