Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005123

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005536

distance 0.261

#2 · Beedcell 4700005212

distance 0.295 · cross-district

#3 · Sanglicell 4930006319

distance 0.302 · cross-district

#4 · Ahmednagarcell 4660002839

distance 0.31 · cross-district

#5 · Punecell 4900004838

distance 0.311

#6 · Ahmednagarcell 4660004031

distance 0.318 · cross-district

#7 · Punecell 4900004712

distance 0.319

#8 · Ahmednagarcell 4660004245

distance 0.322 · cross-district

#9 · Buldhanacell 4720000301

distance 0.325 · cross-district

#10 · Jalgaoncell 4780003751

distance 0.327 · cross-district

#11 · Punecell 4900003205

distance 0.332

#12 · Beedcell 4700001007

distance 0.339 · cross-district

#13 · Solapurcell 4960008952

distance 0.339 · cross-district

#14 · Beedcell 4700004514

distance 0.341 · cross-district

#15 · Punecell 4900002616

distance 0.342

#16 · Solapurcell 4960010864

distance 0.347 · cross-district

#17 · Jalgaoncell 4780004138

distance 0.352 · cross-district

#18 · Ahmednagarcell 4660005047

distance 0.356 · 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":4900005123}}}'

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.