Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001721

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

0.422

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001818

distance 0.422

#2 · Punecell 4900009616

distance 0.457 · cross-district

#3 · Dharashivcell 4880000373

distance 0.463 · cross-district

#4 · Jalgaoncell 4780006812

distance 0.468 · cross-district

#5 · Nagpurcell 4840006724

distance 0.473 · cross-district

#6 · Solapurcell 4960011060

distance 0.483 · cross-district

#7 · Sataracell 4940008189

distance 0.485

#8 · Ahmednagarcell 4660002436

distance 0.487 · cross-district

#9 · Ratnagiricell 4920003608

distance 0.495 · cross-district

#10 · Jalgaoncell 4780006684

distance 0.504 · cross-district

#11 · Ratnagiricell 4920005461

distance 0.505 · cross-district

#12 · Solapurcell 4960004078

distance 0.512 · cross-district

#13 · Akolacell 4670001070

distance 0.516 · cross-district

#14 · Amravaticell 4680008287

distance 0.517 · cross-district

#15 · Sataracell 4940003716

distance 0.52

#16 · Punecell 4900000749

distance 0.524 · cross-district

#17 · Jalgaoncell 4780007985

distance 0.527 · cross-district

#18 · Ahmednagarcell 4660004456

distance 0.533 · 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":4940001721}}}'

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.