Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013337

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007130

distance 0.249 · cross-district

#2 · Punecell 4900013315

distance 0.25

#3 · Sataracell 4940008280

distance 0.253 · cross-district

#4 · Ahmednagarcell 4660013390

distance 0.28 · cross-district

#5 · Ahmednagarcell 4660010503

distance 0.286 · cross-district

#6 · Ahmednagarcell 4660010666

distance 0.297 · cross-district

#7 · Ahmednagarcell 4660008486

distance 0.305 · cross-district

#8 · Punecell 4900003027

distance 0.313

#9 · Punecell 4900013077

distance 0.315

#10 · Sataracell 4940008380

distance 0.317 · cross-district

#11 · Ahmednagarcell 4660012281

distance 0.318 · cross-district

#12 · Punecell 4900013357

distance 0.322

#13 · Sataracell 4940007178

distance 0.336 · cross-district

#14 · Punecell 4900013356

distance 0.336

#15 · Ahmednagarcell 4660010665

distance 0.336 · cross-district

#16 · Ahmednagarcell 4660012843

distance 0.339 · cross-district

#17 · Nashikcell 4870001714

distance 0.34 · cross-district

#18 · Ahmednagarcell 4660013388

distance 0.341 · 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":4900013337}}}'

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.