Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004685

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

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012912

distance 0.198

#2 · Punecell 4900004261

distance 0.215

#3 · Punecell 4900005640

distance 0.246

#4 · Punecell 4900005757

distance 0.256

#5 · Sataracell 4940007372

distance 0.263 · cross-district

#6 · Punecell 4900001834

distance 0.265

#7 · Nashikcell 4870001853

distance 0.266 · cross-district

#8 · Punecell 4900004548

distance 0.268

#9 · Punecell 4900003580

distance 0.273

#10 · Sataracell 4940007586

distance 0.274 · cross-district

#11 · Punecell 4900005771

distance 0.277

#12 · Punecell 4900004422

distance 0.278

#13 · Sataracell 4940008710

distance 0.28 · cross-district

#14 · Ahmednagarcell 4660007287

distance 0.281 · cross-district

#15 · Punecell 4900002740

distance 0.282

#16 · Punecell 4900005511

distance 0.282

#17 · Sataracell 4940001614

distance 0.285 · cross-district

#18 · Sataracell 4940008001

distance 0.285 · 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":4900004685}}}'

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.