Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001459

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 12 distinct districts

Index confidence

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.227

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003258

distance 0.227

#2 · Hingolicell 4770002544

distance 0.354 · cross-district

#3 · Parbhanicell 4890005420

distance 0.367 · cross-district

#4 · Jalnacell 4790001967

distance 0.393 · cross-district

#5 · Jalnacell 4790001418

distance 0.419 · cross-district

#6 · Sanglicell 4930004487

distance 0.425 · cross-district

#7 · Hingolicell 4770001786

distance 0.437 · cross-district

#8 · Amravaticell 4680002108

distance 0.438 · cross-district

#9 · Buldhanacell 4720005718

distance 0.454 · cross-district

#10 · Solapurcell 4960010898

distance 0.467 · cross-district

#11 · Solapurcell 4960010979

distance 0.487 · cross-district

#12 · Solapurcell 4960010903

distance 0.507 · cross-district

#13 · Gondiacell 4760000711

distance 0.514 · cross-district

#14 · Wardhacell 4980004050

distance 0.516 · cross-district

#15 · Chandrapurcell 4730004727

distance 0.52 · cross-district

#16 · Jalnacell 4790001651

distance 0.526 · cross-district

#17 · Laturcell 4810000544

distance 0.529 · cross-district

#18 · Buldhanacell 4720001192

distance 0.529 · 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":4940001459}}}'

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.