Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000773

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

0.458

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660001335

distance 0.458 · cross-district

#2 · Nashikcell 4870003434

distance 0.469 · cross-district

#3 · Dharashivcell 4880002343

distance 0.48 · cross-district

#4 · Punecell 4900001858

distance 0.495 · cross-district

#5 · Sanglicell 4930000293

distance 0.501 · cross-district

#6 · Dhulecell 4740000767

distance 0.509 · cross-district

#7 · Punecell 4900005520

distance 0.517 · cross-district

#8 · Kolhapurcell 4800004416

distance 0.519 · cross-district

#9 · Sataracell 4940000716

distance 0.52

#10 · Nagpurcell 4840006720

distance 0.521 · cross-district

#11 · Punecell 4900002012

distance 0.522 · cross-district

#12 · Ahmednagarcell 4660012171

distance 0.546 · cross-district

#13 · Kolhapurcell 4800004174

distance 0.549 · cross-district

#14 · Punecell 4900010019

distance 0.55 · cross-district

#15 · Nashikcell 4870005412

distance 0.551 · cross-district

#16 · Sanglicell 4930002839

distance 0.551 · cross-district

#17 · Sataracell 4940000833

distance 0.554

#18 · Nashikcell 4870007636

distance 0.554 · 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":4940000773}}}'

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.