Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000796

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000795

distance 0.334

#2 · Sataracell 4940000794

distance 0.342

#3 · Solapurcell 4960011480

distance 0.444 · cross-district

#4 · Punecell 4900002814

distance 0.459 · cross-district

#5 · Nandurbarcell 4860004655

distance 0.46 · cross-district

#6 · Beedcell 4700006742

distance 0.469 · cross-district

#7 · Sataracell 4940000348

distance 0.471

#8 · Nashikcell 4870004356

distance 0.476 · cross-district

#9 · Punecell 4900002651

distance 0.485 · cross-district

#10 · Chandrapurcell 4730003995

distance 0.485 · cross-district

#11 · Punecell 4900012304

distance 0.486 · cross-district

#12 · Parbhanicell 4890001710

distance 0.487 · cross-district

#13 · Sataracell 4940000346

distance 0.488

#14 · Ahmednagarcell 4660008374

distance 0.492 · cross-district

#15 · Solapurcell 4960008374

distance 0.493 · cross-district

#16 · Punecell 4900012241

distance 0.493 · cross-district

#17 · Sindhudurgcell 4950001987

distance 0.494 · cross-district

#18 · Sataracell 4940000687

distance 0.499

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":4940000796}}}'

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.