Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000540

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001002

distance 0.293

#2 · Sataracell 4940001001

distance 0.296

#3 · Sataracell 4940000781

distance 0.299

#4 · Nashikcell 4870007925

distance 0.306 · cross-district

#5 · Amravaticell 4680009332

distance 0.307 · cross-district

#6 · Sataracell 4940006956

distance 0.311

#7 · Nashikcell 4870008066

distance 0.313 · cross-district

#8 · Amravaticell 4680006358

distance 0.315 · cross-district

#9 · Nashikcell 4870007215

distance 0.315 · cross-district

#10 · Amravaticell 4680006639

distance 0.316 · cross-district

#11 · Nashikcell 4870008067

distance 0.317 · cross-district

#12 · Amravaticell 4680006252

distance 0.321 · cross-district

#13 · Amravaticell 4680007791

distance 0.328 · cross-district

#14 · Amravaticell 4680006832

distance 0.329 · cross-district

#15 · Amravaticell 4680006501

distance 0.331 · cross-district

#16 · Sataracell 4940000416

distance 0.337

#17 · Amravaticell 4680006655

distance 0.344 · cross-district

#18 · Nashikcell 4870008217

distance 0.344 · 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":4940000540}}}'

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.