Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005767

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

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006276

distance 0.24

#2 · Sanglicell 4930006063

distance 0.249

#3 · Sanglicell 4930006350

distance 0.276

#4 · Sanglicell 4930006484

distance 0.276

#5 · Sanglicell 4930006060

distance 0.281

#6 · Sanglicell 4930006207

distance 0.283

#7 · Sanglicell 4930005924

distance 0.286

#8 · Sanglicell 4930006140

distance 0.288

#9 · Sanglicell 4930006629

distance 0.289

#10 · Sanglicell 4930006061

distance 0.293

#11 · Sanglicell 4930006554

distance 0.294

#12 · Sanglicell 4930005998

distance 0.297

#13 · Solapurcell 4960002000

distance 0.298 · cross-district

#14 · Sanglicell 4930003766

distance 0.298

#15 · Sanglicell 4930006011

distance 0.309

#16 · Sanglicell 4930005985

distance 0.311

#17 · Jalgaoncell 4780001861

distance 0.311 · cross-district

#18 · Sanglicell 4930005681

distance 0.312

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":4930005767}}}'

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.