Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000164

The MH-36 locality cells most similar to this Satara 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000363

distance 0.216

#2 · Sataracell 4940000133

distance 0.244

#3 · Sataracell 4940000362

distance 0.246

#4 · Sataracell 4940000518

distance 0.25

#5 · Sataracell 4940000169

distance 0.25

#6 · Sataracell 4940000060

distance 0.253

#7 · Sataracell 4940000216

distance 0.259

#8 · Sataracell 4940000354

distance 0.267

#9 · Sataracell 4940000069

distance 0.268

#10 · Sataracell 4940000516

distance 0.272

#11 · Sataracell 4940000453

distance 0.274

#12 · Sataracell 4940000209

distance 0.288

#13 · Sanglicell 4930004023

distance 0.288 · cross-district

#14 · Sataracell 4940000752

distance 0.293

#15 · Nandurbarcell 4860004688

distance 0.294 · cross-district

#16 · Sanglicell 4930004028

distance 0.295 · cross-district

#17 · Sataracell 4940000094

distance 0.3

#18 · Amravaticell 4680007642

distance 0.3 · 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":494,"cluster_id":4940000164}}}'

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.