Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002190

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005896

distance 0.248 · cross-district

#2 · Sanglicell 4930001692

distance 0.252

#3 · Sanglicell 4930001289

distance 0.258

#4 · Ahmednagarcell 4660004364

distance 0.276 · cross-district

#5 · Sanglicell 4930004390

distance 0.283

#6 · Sanglicell 4930001571

distance 0.284

#7 · Sanglicell 4930002027

distance 0.288

#8 · Kolhapurcell 4800005832

distance 0.291 · cross-district

#9 · Sanglicell 4930001165

distance 0.294

#10 · Punecell 4900001485

distance 0.302 · cross-district

#11 · Sanglicell 4930002390

distance 0.303

#12 · Solapurcell 4960005055

distance 0.303 · cross-district

#13 · Kolhapurcell 4800005843

distance 0.307 · cross-district

#14 · Ahmednagarcell 4660012666

distance 0.307 · cross-district

#15 · Ahmednagarcell 4660012662

distance 0.308 · cross-district

#16 · Ahmednagarcell 4660009608

distance 0.31 · cross-district

#17 · Solapurcell 4960007470

distance 0.313 · cross-district

#18 · Solapurcell 4960005433

distance 0.316 · 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":4930002190}}}'

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.