Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001900

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.377

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006031

distance 0.377 · cross-district

#2 · Solapurcell 4960001901

distance 0.474 · cross-district

#3 · Sataracell 4940003558

distance 0.496

#4 · Nashikcell 4870004417

distance 0.504 · cross-district

#5 · Sanglicell 4930003015

distance 0.554 · cross-district

#6 · Sataracell 4940007910

distance 0.563

#7 · Sanglicell 4930000402

distance 0.571 · cross-district

#8 · Punecell 4900003301

distance 0.573 · cross-district

#9 · Ahmednagarcell 4660003982

distance 0.573 · cross-district

#10 · Dharashivcell 4880003472

distance 0.576 · cross-district

#11 · Laturcell 4810001787

distance 0.577 · cross-district

#12 · Dharashivcell 4880003411

distance 0.577 · cross-district

#13 · Sanglicell 4930002839

distance 0.577 · cross-district

#14 · Sataracell 4940003674

distance 0.581

#15 · Sataracell 4940004062

distance 0.587

#16 · Jalnacell 4790005670

distance 0.587 · cross-district

#17 · Akolacell 4670000441

distance 0.587 · cross-district

#18 · Nashikcell 4870010011

distance 0.587 · 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":4940001900}}}'

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.