Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002383

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

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004142

distance 0.19

#2 · Sanglicell 4930000485

distance 0.209

#3 · Solapurcell 4960006072

distance 0.211 · cross-district

#4 · Dharashivcell 4880000061

distance 0.212 · cross-district

#5 · Sanglicell 4930000741

distance 0.213

#6 · Solapurcell 4960000670

distance 0.219 · cross-district

#7 · Dharashivcell 4880000780

distance 0.22 · cross-district

#8 · Sanglicell 4930004601

distance 0.227

#9 · Solapurcell 4960001547

distance 0.23 · cross-district

#10 · Nashikcell 4870007107

distance 0.231 · cross-district

#11 · Solapurcell 4960000596

distance 0.233 · cross-district

#12 · Solapurcell 4960000107

distance 0.236 · cross-district

#13 · Sanglicell 4930005490

distance 0.237

#14 · Sanglicell 4930006441

distance 0.24

#15 · Sanglicell 4930001064

distance 0.241

#16 · Sanglicell 4930004304

distance 0.242

#17 · Solapurcell 4960000575

distance 0.243 · cross-district

#18 · Dharashivcell 4880000609

distance 0.243 · 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":4930002383}}}'

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.