Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001973

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

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005868

distance 0.283

#2 · Sataracell 4940006310

distance 0.308

#3 · Sataracell 4940003119

distance 0.311

#4 · Sanglicell 4930006590

distance 0.328 · cross-district

#5 · Sataracell 4940001371

distance 0.339

#6 · Sanglicell 4930006940

distance 0.341 · cross-district

#7 · Sanglicell 4930005466

distance 0.348 · cross-district

#8 · Sataracell 4940003006

distance 0.351

#9 · Sataracell 4940001682

distance 0.353

#10 · Sataracell 4940006610

distance 0.353

#11 · Sataracell 4940002284

distance 0.354

#12 · Amravaticell 4680006511

distance 0.355 · cross-district

#13 · Ahmednagarcell 4660007585

distance 0.356 · cross-district

#14 · Sataracell 4940006442

distance 0.361

#15 · Sataracell 4940003234

distance 0.364

#16 · Sataracell 4940006526

distance 0.364

#17 · Sataracell 4940006728

distance 0.365

#18 · Sataracell 4940006630

distance 0.366

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":4940001973}}}'

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.