Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005301

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.243

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004216

distance 0.243

#2 · Sanglicell 4930006101

distance 0.284

#3 · Ahmednagarcell 4660013348

distance 0.291 · cross-district

#4 · Sataracell 4940000486

distance 0.295 · cross-district

#5 · Nashikcell 4870003828

distance 0.303 · cross-district

#6 · Sanglicell 4930005978

distance 0.306

#7 · Punecell 4900001455

distance 0.308 · cross-district

#8 · Sataracell 4940002800

distance 0.309 · cross-district

#9 · Sanglicell 4930006103

distance 0.312

#10 · Sanglicell 4930006119

distance 0.317

#11 · Sanglicell 4930005753

distance 0.317

#12 · Sataracell 4940005605

distance 0.318 · cross-district

#13 · Sataracell 4940007063

distance 0.319 · cross-district

#14 · Sataracell 4940004990

distance 0.319 · cross-district

#15 · Sanglicell 4930005840

distance 0.327

#16 · Sanglicell 4930005428

distance 0.328

#17 · Nashikcell 4870003974

distance 0.329 · cross-district

#18 · Nashikcell 4870010543

distance 0.331 · 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":4930005301}}}'

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.