Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000660

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.397

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005795

distance 0.397 · cross-district

#2 · Sataracell 4940000658

distance 0.404

#3 · Akolacell 4670004332

distance 0.446 · cross-district

#4 · Sataracell 4940000661

distance 0.452

#5 · Akolacell 4670004374

distance 0.453 · cross-district

#6 · Nagpurcell 4840005464

distance 0.463 · cross-district

#7 · Buldhanacell 4720004231

distance 0.478 · cross-district

#8 · Buldhanacell 4720004309

distance 0.479 · cross-district

#9 · Sataracell 4940000603

distance 0.481

#10 · Nagpurcell 4840006573

distance 0.489 · cross-district

#11 · Jalgaoncell 4780008588

distance 0.492 · cross-district

#12 · Jalgaoncell 4780000418

distance 0.494 · cross-district

#13 · Ahmednagarcell 4660009224

distance 0.498 · cross-district

#14 · Amravaticell 4680006149

distance 0.5 · cross-district

#15 · Sataracell 4940001425

distance 0.501

#16 · Ahmednagarcell 4660011484

distance 0.501 · cross-district

#17 · Sanglicell 4930004035

distance 0.513 · cross-district

#18 · Sanglicell 4930006952

distance 0.514 · 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":4940000660}}}'

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.