Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004497

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.233

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003714

distance 0.233

#2 · Sanglicell 4930004038

distance 0.25

#3 · Sanglicell 4930006262

distance 0.264

#4 · Sataracell 4940000491

distance 0.277 · cross-district

#5 · Sataracell 4940000477

distance 0.287 · cross-district

#6 · Sanglicell 4930004376

distance 0.293

#7 · Sanglicell 4930005562

distance 0.293

#8 · Sanglicell 4930004377

distance 0.293

#9 · Sanglicell 4930005527

distance 0.299

#10 · Solapurcell 4960010756

distance 0.304 · cross-district

#11 · Sataracell 4940000539

distance 0.304 · cross-district

#12 · Nashikcell 4870003559

distance 0.305 · cross-district

#13 · Sanglicell 4930006100

distance 0.306

#14 · Sanglicell 4930005194

distance 0.309

#15 · Ahmednagarcell 4660010865

distance 0.309 · cross-district

#16 · Nashikcell 4870007752

distance 0.311 · cross-district

#17 · Sanglicell 4930006149

distance 0.311

#18 · Sanglicell 4930005626

distance 0.312

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":4930004497}}}'

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.