Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003016

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.209

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000281

distance 0.209 · cross-district

#2 · Sataracell 4940004485

distance 0.243 · cross-district

#3 · Sanglicell 4930001381

distance 0.264

#4 · Sataracell 4940003942

distance 0.264 · cross-district

#5 · Sataracell 4940000490

distance 0.265 · cross-district

#6 · Sanglicell 4930001503

distance 0.269

#7 · Sataracell 4940004259

distance 0.272 · cross-district

#8 · Sanglicell 4930003700

distance 0.272

#9 · Sataracell 4940005606

distance 0.278 · cross-district

#10 · Sataracell 4940003443

distance 0.282 · cross-district

#11 · Sataracell 4940004362

distance 0.286 · cross-district

#12 · Sataracell 4940004496

distance 0.292 · cross-district

#13 · Sataracell 4940004842

distance 0.292 · cross-district

#14 · Sataracell 4940005270

distance 0.295 · cross-district

#15 · Sataracell 4940008025

distance 0.297 · cross-district

#16 · Sataracell 4940005621

distance 0.297 · cross-district

#17 · Sanglicell 4930002166

distance 0.299

#18 · Sataracell 4940004883

distance 0.3 · 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":4930003016}}}'

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.