Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006251

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

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005304

distance 0.126

#2 · Solapurcell 4960007842

distance 0.175 · cross-district

#3 · Sanglicell 4930005960

distance 0.18

#4 · Sanglicell 4930004816

distance 0.19

#5 · Solapurcell 4960008088

distance 0.196 · cross-district

#6 · Sataracell 4940003813

distance 0.198 · cross-district

#7 · Sanglicell 4930005798

distance 0.202

#8 · Kolhapurcell 4800003604

distance 0.202 · cross-district

#9 · Sanglicell 4930005964

distance 0.203

#10 · Sanglicell 4930004369

distance 0.21

#11 · Solapurcell 4960000034

distance 0.211 · cross-district

#12 · Sanglicell 4930004084

distance 0.212

#13 · Sanglicell 4930004089

distance 0.212

#14 · Sanglicell 4930004100

distance 0.213

#15 · Solapurcell 4960009780

distance 0.214 · cross-district

#16 · Kolhapurcell 4800005475

distance 0.217 · cross-district

#17 · Sanglicell 4930006659

distance 0.219

#18 · Solapurcell 4960007965

distance 0.221 · 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":4930006251}}}'

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.