Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000778

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001124

distance 0.187

#2 · Sataracell 4940001068

distance 0.236

#3 · Sanglicell 4930006472

distance 0.291 · cross-district

#4 · Punecell 4900000252

distance 0.301 · cross-district

#5 · Sanglicell 4930004047

distance 0.302 · cross-district

#6 · Ahmednagarcell 4660014089

distance 0.302 · cross-district

#7 · Jalgaoncell 4780004712

distance 0.315 · cross-district

#8 · Solapurcell 4960011368

distance 0.32 · cross-district

#9 · Jalgaoncell 4780006685

distance 0.321 · cross-district

#10 · Amravaticell 4680005327

distance 0.326 · cross-district

#11 · Ahmednagarcell 4660014484

distance 0.328 · cross-district

#12 · Ahmednagarcell 4660014028

distance 0.329 · cross-district

#13 · Sanglicell 4930006544

distance 0.329 · cross-district

#14 · Sanglicell 4930006710

distance 0.33 · cross-district

#15 · Sanglicell 4930006636

distance 0.333 · cross-district

#16 · Dharashivcell 4880000740

distance 0.335 · cross-district

#17 · Ahmednagarcell 4660014061

distance 0.335 · cross-district

#18 · Solapurcell 4960011559

distance 0.338 · 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":4940000778}}}'

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.