Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930003615

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

0.09

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002073

distance 0.09

#2 · Sanglicell 4930002751

distance 0.094

#3 · Dharashivcell 4880002288

distance 0.1 · cross-district

#4 · Dharashivcell 4880002428

distance 0.109 · cross-district

#5 · Sanglicell 4930003816

distance 0.11

#6 · Dharashivcell 4880002714

distance 0.111 · cross-district

#7 · Sanglicell 4930003817

distance 0.118

#8 · Laturcell 4810001602

distance 0.132 · cross-district

#9 · Dharashivcell 4880002468

distance 0.134 · cross-district

#10 · Sanglicell 4930003813

distance 0.137

#11 · Laturcell 4810002044

distance 0.141 · cross-district

#12 · Sanglicell 4930003286

distance 0.144

#13 · Sanglicell 4930003809

distance 0.144

#14 · Dharashivcell 4880002528

distance 0.145 · cross-district

#15 · Sanglicell 4930001937

distance 0.147

#16 · Solapurcell 4960000643

distance 0.147 · cross-district

#17 · Sanglicell 4930001762

distance 0.148

#18 · Dharashivcell 4880001475

distance 0.149 · 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":4930003615}}}'

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.