Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005792

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.121

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900007509

distance 0.121

#2 · Punecell 4900005649

distance 0.181

#3 · Punecell 4900007630

distance 0.184

#4 · Punecell 4900006177

distance 0.19

#5 · Punecell 4900006053

distance 0.199

#6 · Solapurcell 4960007476

distance 0.208 · cross-district

#7 · Punecell 4900001454

distance 0.215

#8 · Punecell 4900005518

distance 0.218

#9 · Solapurcell 4960003962

distance 0.225 · cross-district

#10 · Ahmednagarcell 4660003322

distance 0.227 · cross-district

#11 · Ahmednagarcell 4660013662

distance 0.227 · cross-district

#12 · Punecell 4900005787

distance 0.228

#13 · Punecell 4900006172

distance 0.228

#14 · Punecell 4900000573

distance 0.229

#15 · Punecell 4900005790

distance 0.23

#16 · Sataracell 4940008118

distance 0.23 · cross-district

#17 · Solapurcell 4960008327

distance 0.232 · cross-district

#18 · Solapurcell 4960010258

distance 0.238 · 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":4900005792}}}'

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.