Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001484

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.193

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001351

distance 0.193

#2 · Punecell 4900001861

distance 0.247

#3 · Ahmednagarcell 4660002990

distance 0.254 · cross-district

#4 · Sataracell 4940006044

distance 0.255 · cross-district

#5 · Nashikcell 4870006147

distance 0.264 · cross-district

#6 · Punecell 4900004314

distance 0.273

#7 · Sataracell 4940008211

distance 0.277 · cross-district

#8 · Dharashivcell 4880000391

distance 0.281 · cross-district

#9 · Nashikcell 4870005135

distance 0.288 · cross-district

#10 · Ahmednagarcell 4660003801

distance 0.288 · cross-district

#11 · Punecell 4900005778

distance 0.289

#12 · Punecell 4900001616

distance 0.289

#13 · Beedcell 4700005977

distance 0.291 · cross-district

#14 · Nashikcell 4870005436

distance 0.292 · cross-district

#15 · Kolhapurcell 4800004862

distance 0.293 · cross-district

#16 · Solapurcell 4960000095

distance 0.293 · cross-district

#17 · Sataracell 4940007918

distance 0.293 · cross-district

#18 · Ahmednagarcell 4660005232

distance 0.293 · 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":4900001484}}}'

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.