Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000377

The MH-36 locality cells most similar to this Pune 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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940006869

distance 0.274 · cross-district

#2 · Sataracell 4940006761

distance 0.309 · cross-district

#3 · Sataracell 4940008249

distance 0.314 · cross-district

#4 · Sataracell 4940008802

distance 0.317 · cross-district

#5 · Punecell 4900000256

distance 0.328

#6 · Sataracell 4940006979

distance 0.33 · cross-district

#7 · Sataracell 4940008843

distance 0.346 · cross-district

#8 · Ahmednagarcell 4660007583

distance 0.349 · cross-district

#9 · Punecell 4900000536

distance 0.351

#10 · Punecell 4900002719

distance 0.354

#11 · Ahmednagarcell 4660009829

distance 0.356 · cross-district

#12 · Sataracell 4940006884

distance 0.357 · cross-district

#13 · Ahmednagarcell 4660009500

distance 0.359 · cross-district

#14 · Nashikcell 4870000030

distance 0.359 · cross-district

#15 · Ahmednagarcell 4660009330

distance 0.36 · cross-district

#16 · Sataracell 4940006777

distance 0.363 · cross-district

#17 · Punecell 4900000534

distance 0.366

#18 · Sataracell 4940007528

distance 0.366 · 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":490,"cluster_id":4900000377}}}'

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.