Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003705

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.288

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002500

distance 0.288

#2 · Kolhapurcell 4800005058

distance 0.293 · cross-district

#3 · Sanglicell 4930000215

distance 0.296

#4 · Sanglicell 4930001125

distance 0.299

#5 · Sanglicell 4930003874

distance 0.301

#6 · Sanglicell 4930000336

distance 0.301

#7 · Sanglicell 4930001369

distance 0.307

#8 · Kolhapurcell 4800005853

distance 0.31 · cross-district

#9 · Kolhapurcell 4800005046

distance 0.313 · cross-district

#10 · Sataracell 4940000236

distance 0.314 · cross-district

#11 · Sataracell 4940005602

distance 0.317 · cross-district

#12 · Kolhapurcell 4800005222

distance 0.32 · cross-district

#13 · Kolhapurcell 4800004961

distance 0.321 · cross-district

#14 · Sataracell 4940003367

distance 0.321 · cross-district

#15 · Sanglicell 4930002669

distance 0.321

#16 · Sataracell 4940001070

distance 0.328 · cross-district

#17 · Kolhapurcell 4800005648

distance 0.329 · cross-district

#18 · Sataracell 4940005114

distance 0.33 · 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":4930003705}}}'

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.