Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002814

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800006202

distance 0.172 · cross-district

#2 · Kolhapurcell 4800006312

distance 0.204 · cross-district

#3 · Sanglicell 4930002986

distance 0.219

#4 · Kolhapurcell 4800006131

distance 0.261 · cross-district

#5 · Kolhapurcell 4800006035

distance 0.264 · cross-district

#6 · Kolhapurcell 4800006226

distance 0.268 · cross-district

#7 · Kolhapurcell 4800006198

distance 0.283 · cross-district

#8 · Sataracell 4940000754

distance 0.283 · cross-district

#9 · Sanglicell 4930002813

distance 0.284

#10 · Kolhapurcell 4800006286

distance 0.285 · cross-district

#11 · Sanglicell 4930003516

distance 0.286

#12 · Kolhapurcell 4800006231

distance 0.289 · cross-district

#13 · Kolhapurcell 4800006201

distance 0.292 · cross-district

#14 · Kolhapurcell 4800005261

distance 0.294 · cross-district

#15 · Sataracell 4940001226

distance 0.296 · cross-district

#16 · Kolhapurcell 4800006313

distance 0.296 · cross-district

#17 · Sanglicell 4930003514

distance 0.297

#18 · Sataracell 4940004338

distance 0.303 · 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":4930002814}}}'

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.