Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900003168

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

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012908

distance 0.275

#2 · Ahmednagarcell 4660009665

distance 0.282 · cross-district

#3 · Sataracell 4940007068

distance 0.289 · cross-district

#4 · Sataracell 4940004215

distance 0.296 · cross-district

#5 · Ahmednagarcell 4660008819

distance 0.298 · cross-district

#6 · Nashikcell 4870000193

distance 0.299 · cross-district

#7 · Punecell 4900005356

distance 0.303

#8 · Sataracell 4940005695

distance 0.305 · cross-district

#9 · Punecell 4900000650

distance 0.312

#10 · Ahmednagarcell 4660008033

distance 0.317 · cross-district

#11 · Ahmednagarcell 4660013682

distance 0.317 · cross-district

#12 · Ahmednagarcell 4660009150

distance 0.318 · cross-district

#13 · Nashikcell 4870004519

distance 0.32 · cross-district

#14 · Ahmednagarcell 4660010827

distance 0.323 · cross-district

#15 · Sataracell 4940004251

distance 0.323 · cross-district

#16 · Ahmednagarcell 4660009494

distance 0.323 · cross-district

#17 · Punecell 4900002435

distance 0.325

#18 · Ahmednagarcell 4660007284

distance 0.328 · 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":4900003168}}}'

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.