Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940002018

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 6 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001916

distance 0.308

#2 · Ahmednagarcell 4660004519

distance 0.319 · cross-district

#3 · Ahmednagarcell 4660004676

distance 0.33 · cross-district

#4 · Sataracell 4940003701

distance 0.345

#5 · Sataracell 4940001915

distance 0.349

#6 · Sanglicell 4930006913

distance 0.352 · cross-district

#7 · Sanglicell 4930007056

distance 0.356 · cross-district

#8 · Sataracell 4940003029

distance 0.359

#9 · Jalgaoncell 4780009280

distance 0.359 · cross-district

#10 · Sataracell 4940001448

distance 0.36

#11 · Sataracell 4940002348

distance 0.361

#12 · Jalgaoncell 4780007254

distance 0.363 · cross-district

#13 · Sataracell 4940002912

distance 0.37

#14 · Amravaticell 4680001829

distance 0.371 · cross-district

#15 · Hingolicell 4770001390

distance 0.374 · cross-district

#16 · Jalgaoncell 4780007775

distance 0.376 · cross-district

#17 · Hingolicell 4770001331

distance 0.378 · cross-district

#18 · Sanglicell 4930006694

distance 0.379 · 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":4940002018}}}'

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.