Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900007263

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.181

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900004872

distance 0.181

#2 · Nashikcell 4870005866

distance 0.206 · cross-district

#3 · Punecell 4900001903

distance 0.211

#4 · Ahmednagarcell 4660002635

distance 0.225 · cross-district

#5 · Ahmednagarcell 4660002443

distance 0.241 · cross-district

#6 · Kolhapurcell 4800002259

distance 0.244 · cross-district

#7 · Punecell 4900005806

distance 0.248

#8 · Sanglicell 4930006926

distance 0.248 · cross-district

#9 · Solapurcell 4960004410

distance 0.249 · cross-district

#10 · Ahmednagarcell 4660013943

distance 0.251 · cross-district

#11 · Punecell 4900006410

distance 0.252

#12 · Ahmednagarcell 4660001724

distance 0.253 · cross-district

#13 · Ahmednagarcell 4660012055

distance 0.258 · cross-district

#14 · Punecell 4900000806

distance 0.26

#15 · Punecell 4900006524

distance 0.261

#16 · Ahmednagarcell 4660002035

distance 0.261 · cross-district

#17 · Nashikcell 4870004994

distance 0.261 · cross-district

#18 · Solapurcell 4960005278

distance 0.263 · 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":4900007263}}}'

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.