Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005764

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.216

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005228

distance 0.216

#2 · Punecell 4900005881

distance 0.223

#3 · Punecell 4900012354

distance 0.242

#4 · Punecell 4900007239

distance 0.243

#5 · Punecell 4900002592

distance 0.25

#6 · Sataracell 4940008820

distance 0.252 · cross-district

#7 · Ahmednagarcell 4660007145

distance 0.256 · cross-district

#8 · Ahmednagarcell 4660007433

distance 0.256 · cross-district

#9 · Punecell 4900005756

distance 0.268

#10 · Punecell 4900002880

distance 0.268

#11 · Punecell 4900004969

distance 0.272

#12 · Punecell 4900006754

distance 0.273

#13 · Punecell 4900003174

distance 0.273

#14 · Sataracell 4940008202

distance 0.273 · cross-district

#15 · Ahmednagarcell 4660005887

distance 0.273 · cross-district

#16 · Punecell 4900007726

distance 0.274

#17 · Punecell 4900001972

distance 0.276

#18 · Punecell 4900004835

distance 0.276

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":4900005764}}}'

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.