Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940007014

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

0.91

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 4940007547

distance 0.213

#2 · Sataracell 4940007545

distance 0.292

#3 · Punecell 4900003450

distance 0.296 · cross-district

#4 · Sataracell 4940007227

distance 0.297

#5 · Sataracell 4940008707

distance 0.299

#6 · Sataracell 4940007546

distance 0.31

#7 · Sataracell 4940008712

distance 0.311

#8 · Punecell 4900007600

distance 0.324 · cross-district

#9 · Sataracell 4940007160

distance 0.333

#10 · Punecell 4900003434

distance 0.338 · cross-district

#11 · Sataracell 4940007030

distance 0.34

#12 · Punecell 4900008962

distance 0.342 · cross-district

#13 · Punecell 4900012481

distance 0.343 · cross-district

#14 · Punecell 4900008403

distance 0.344 · cross-district

#15 · Punecell 4900008965

distance 0.345 · cross-district

#16 · Punecell 4900007357

distance 0.352 · cross-district

#17 · Nashikcell 4870004376

distance 0.362 · cross-district

#18 · Sataracell 4940008214

distance 0.364

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":4940007014}}}'

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.