Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006690

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001897

distance 0.2 · cross-district

#2 · Sataracell 4940002652

distance 0.211 · cross-district

#3 · Sataracell 4940002664

distance 0.213 · cross-district

#4 · Sanglicell 4930006615

distance 0.216

#5 · Sataracell 4940003791

distance 0.216 · cross-district

#6 · Sanglicell 4930006689

distance 0.222

#7 · Sataracell 4940002536

distance 0.223 · cross-district

#8 · Sataracell 4940002315

distance 0.224 · cross-district

#9 · Sataracell 4940001898

distance 0.224 · cross-district

#10 · Sanglicell 4930006620

distance 0.225

#11 · Sataracell 4940006323

distance 0.231 · cross-district

#12 · Sataracell 4940002102

distance 0.231 · cross-district

#13 · Sanglicell 4930006696

distance 0.234

#14 · Sataracell 4940005878

distance 0.234 · cross-district

#15 · Sataracell 4940003130

distance 0.239 · cross-district

#16 · Solapurcell 4960006750

distance 0.243 · cross-district

#17 · Sataracell 4940003559

distance 0.244 · cross-district

#18 · Sataracell 4940002892

distance 0.248 · 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":4930006690}}}'

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.