Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004023

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000401

distance 0.242 · cross-district

#2 · Sataracell 4940000809

distance 0.25 · cross-district

#3 · Sataracell 4940000209

distance 0.253 · cross-district

#4 · Akolacell 4670004679

distance 0.258 · cross-district

#5 · Sataracell 4940000810

distance 0.26 · cross-district

#6 · Sanglicell 4930004642

distance 0.276

#7 · Sanglicell 4930005882

distance 0.276

#8 · Sataracell 4940000752

distance 0.279 · cross-district

#9 · Sataracell 4940000253

distance 0.282 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690007084

distance 0.286 · cross-district

#11 · Amravaticell 4680008389

distance 0.288 · cross-district

#12 · Sataracell 4940000164

distance 0.288 · cross-district

#13 · Sataracell 4940000574

distance 0.289 · cross-district

#14 · Nashikcell 4870008350

distance 0.292 · cross-district

#15 · Sataracell 4940000646

distance 0.301 · cross-district

#16 · Sataracell 4940000363

distance 0.302 · cross-district

#17 · Nandurbarcell 4860004367

distance 0.305 · cross-district

#18 · Nashikcell 4870008192

distance 0.307 · 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":4930004023}}}'

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.