Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007085

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

0.111

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006844

distance 0.111

#2 · Solapurcell 4960002823

distance 0.115 · cross-district

#3 · Solapurcell 4960004208

distance 0.117 · cross-district

#4 · Solapurcell 4960001514

distance 0.12 · cross-district

#5 · Solapurcell 4960003367

distance 0.121 · cross-district

#6 · Solapurcell 4960002537

distance 0.121 · cross-district

#7 · Solapurcell 4960003092

distance 0.129 · cross-district

#8 · Sanglicell 4930007088

distance 0.137

#9 · Sanglicell 4930007178

distance 0.138

#10 · Sanglicell 4930007020

distance 0.14

#11 · Solapurcell 4960001888

distance 0.143 · cross-district

#12 · Beedcell 4700005009

distance 0.147 · cross-district

#13 · Solapurcell 4960002264

distance 0.148 · cross-district

#14 · Solapurcell 4960002534

distance 0.148 · cross-district

#15 · Solapurcell 4960001757

distance 0.149 · cross-district

#16 · Beedcell 4700005008

distance 0.15 · cross-district

#17 · Sanglicell 4930007170

distance 0.154

#18 · Solapurcell 4960003093

distance 0.156 · 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":4930007085}}}'

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.