Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005755

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005193

distance 0.22

#2 · Dharashivcell 4880004918

distance 0.244 · cross-district

#3 · Sanglicell 4930006566

distance 0.248

#4 · Dharashivcell 4880000745

distance 0.276 · cross-district

#5 · Ahmednagarcell 4660014028

distance 0.28 · cross-district

#6 · Solapurcell 4960004714

distance 0.28 · cross-district

#7 · Beedcell 4700004624

distance 0.282 · cross-district

#8 · Sanglicell 4930006544

distance 0.285

#9 · Beedcell 4700003451

distance 0.29 · cross-district

#10 · Sanglicell 4930003764

distance 0.292

#11 · Dharashivcell 4880004458

distance 0.3 · cross-district

#12 · Kolhapurcell 4800001834

distance 0.301 · cross-district

#13 · Dharashivcell 4880002706

distance 0.303 · cross-district

#14 · Ahmednagarcell 4660002958

distance 0.303 · cross-district

#15 · Dharashivcell 4880000312

distance 0.304 · cross-district

#16 · Laturcell 4810000980

distance 0.304 · cross-district

#17 · Solapurcell 4960011559

distance 0.308 · cross-district

#18 · Sanglicell 4930006153

distance 0.308

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":4930005755}}}'

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.