Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007451

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940007235

distance 0.213

#2 · Sataracell 4940007450

distance 0.257

#3 · Sataracell 4940008454

distance 0.278

#4 · Sataracell 4940007867

distance 0.285

#5 · Sataracell 4940007660

distance 0.286

#6 · Sataracell 4940007556

distance 0.292

#7 · Punecell 4900000449

distance 0.295 · cross-district

#8 · Ahmednagarcell 4660008977

distance 0.296 · cross-district

#9 · Sataracell 4940007971

distance 0.3

#10 · Sataracell 4940005583

distance 0.303

#11 · Ahmednagarcell 4660008034

distance 0.311 · cross-district

#12 · Punecell 4900005499

distance 0.312 · cross-district

#13 · Sataracell 4940008549

distance 0.314

#14 · Punecell 4900000534

distance 0.316 · cross-district

#15 · Ahmednagarcell 4660008326

distance 0.317 · cross-district

#16 · Punecell 4900002874

distance 0.324 · cross-district

#17 · Sataracell 4940008449

distance 0.326

#18 · Punecell 4900000528

distance 0.328 · 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":4940007451}}}'

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.