Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004642

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.206

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000611

distance 0.206 · cross-district

#2 · Sanglicell 4930004920

distance 0.22

#3 · Sanglicell 4930004357

distance 0.244

#4 · Sanglicell 4930001129

distance 0.245

#5 · Sanglicell 4930001250

distance 0.246

#6 · Sataracell 4940000553

distance 0.248 · cross-district

#7 · Sataracell 4940000493

distance 0.252 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690007150

distance 0.259 · cross-district

#9 · Nashikcell 4870008650

distance 0.259 · cross-district

#10 · Sanglicell 4930004211

distance 0.261

#11 · Sataracell 4940000166

distance 0.263 · cross-district

#12 · Nashikcell 4870008350

distance 0.268 · cross-district

#13 · Sanglicell 4930004056

distance 0.271

#14 · Sanglicell 4930004023

distance 0.276

#15 · Sataracell 4940000552

distance 0.281 · cross-district

#16 · Sataracell 4940000110

distance 0.281 · cross-district

#17 · Sataracell 4940000054

distance 0.281 · cross-district

#18 · Sataracell 4940000401

distance 0.283 · 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":4930004642}}}'

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.