Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006693

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006694

distance 0.1

#2 · Sanglicell 4930006692

distance 0.184

#3 · Sanglicell 4930006814

distance 0.195

#4 · Sanglicell 4930006860

distance 0.202

#5 · Sanglicell 4930006815

distance 0.217

#6 · Sanglicell 4930006691

distance 0.219

#7 · Sataracell 4940003793

distance 0.222 · cross-district

#8 · Sataracell 4940004507

distance 0.228 · cross-district

#9 · Sataracell 4940004067

distance 0.229 · cross-district

#10 · Sanglicell 4930006685

distance 0.232

#11 · Sanglicell 4930006895

distance 0.236

#12 · Sataracell 4940003923

distance 0.238 · cross-district

#13 · Sataracell 4940005503

distance 0.245 · cross-district

#14 · Sanglicell 4930006620

distance 0.245

#15 · Sataracell 4940005171

distance 0.247 · cross-district

#16 · Sanglicell 4930006761

distance 0.248

#17 · Sanglicell 4930006760

distance 0.25

#18 · Sataracell 4940002912

distance 0.252 · 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":4930006693}}}'

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.