Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006786

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

0.06

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007049

distance 0.06

#2 · Sanglicell 4930007195

distance 0.075

#3 · Sanglicell 4930007021

distance 0.077

#4 · Solapurcell 4960002676

distance 0.078 · cross-district

#5 · Solapurcell 4960002675

distance 0.078 · cross-district

#6 · Sanglicell 4930006989

distance 0.079

#7 · Sanglicell 4930007193

distance 0.085

#8 · Solapurcell 4960002817

distance 0.086 · cross-district

#9 · Solapurcell 4960002534

distance 0.093 · cross-district

#10 · Sanglicell 4930006927

distance 0.094

#11 · Solapurcell 4960003227

distance 0.097 · cross-district

#12 · Solapurcell 4960003093

distance 0.098 · cross-district

#13 · Solapurcell 4960001886

distance 0.098 · cross-district

#14 · Solapurcell 4960004062

distance 0.109 · cross-district

#15 · Solapurcell 4960003918

distance 0.111 · cross-district

#16 · Solapurcell 4960002814

distance 0.115 · cross-district

#17 · Sanglicell 4930007088

distance 0.119

#18 · Solapurcell 4960002009

distance 0.12 · 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":4930006786}}}'

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.