Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001740

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

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003863

distance 0.263 · cross-district

#2 · Sataracell 4940003396

distance 0.285

#3 · Beedcell 4700004215

distance 0.294 · cross-district

#4 · Sataracell 4940001476

distance 0.296

#5 · Sataracell 4940002601

distance 0.299

#6 · Sataracell 4940003387

distance 0.3

#7 · Beedcell 4700006512

distance 0.305 · cross-district

#8 · Beedcell 4700005076

distance 0.318 · cross-district

#9 · Sataracell 4940002938

distance 0.326

#10 · Sataracell 4940002708

distance 0.332

#11 · Sataracell 4940002713

distance 0.337

#12 · Beedcell 4700004910

distance 0.338 · cross-district

#13 · Beedcell 4700005963

distance 0.338 · cross-district

#14 · Sataracell 4940003156

distance 0.339

#15 · Dhulecell 4740002861

distance 0.339 · cross-district

#16 · Ahmednagarcell 4660003696

distance 0.342 · cross-district

#17 · Beedcell 4700005818

distance 0.344 · cross-district

#18 · Beedcell 4700005374

distance 0.346 · 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":4940001740}}}'

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.