Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006793

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006658

distance 0.113

#2 · Sanglicell 4930006892

distance 0.132

#3 · Sanglicell 4930006726

distance 0.14

#4 · Sataracell 4940003369

distance 0.141 · cross-district

#5 · Sataracell 4940002686

distance 0.158 · cross-district

#6 · Sataracell 4940003832

distance 0.159 · cross-district

#7 · Punecell 4900004708

distance 0.159 · cross-district

#8 · Sataracell 4940003813

distance 0.168 · cross-district

#9 · Sanglicell 4930006920

distance 0.172

#10 · Sanglicell 4930006659

distance 0.174

#11 · Ahmednagarcell 4660003324

distance 0.175 · cross-district

#12 · Sataracell 4940003469

distance 0.179 · cross-district

#13 · Sanglicell 4930006888

distance 0.18

#14 · Sanglicell 4930006886

distance 0.183

#15 · Sanglicell 4930004121

distance 0.184

#16 · Sanglicell 4930004850

distance 0.184

#17 · Sanglicell 4930006731

distance 0.185

#18 · Ahmednagarcell 4660001654

distance 0.186 · 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":4930006793}}}'

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.