Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000587

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

0.135

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001066

distance 0.135

#2 · Punecell 4900000563

distance 0.153

#3 · Punecell 4900001067

distance 0.16

#4 · Solapurcell 4960008961

distance 0.163 · cross-district

#5 · Solapurcell 4960007782

distance 0.167 · cross-district

#6 · Solapurcell 4960008029

distance 0.168 · cross-district

#7 · Solapurcell 4960008862

distance 0.169 · cross-district

#8 · Solapurcell 4960008969

distance 0.17 · cross-district

#9 · Sataracell 4940008328

distance 0.17 · cross-district

#10 · Sataracell 4940007296

distance 0.173 · cross-district

#11 · Punecell 4900000565

distance 0.176

#12 · Solapurcell 4960008956

distance 0.182 · cross-district

#13 · Sataracell 4940008135

distance 0.182 · cross-district

#14 · Punecell 4900000406

distance 0.182

#15 · Nashikcell 4870003669

distance 0.183 · cross-district

#16 · Sataracell 4940007917

distance 0.183 · cross-district

#17 · Sataracell 4940007404

distance 0.184 · cross-district

#18 · Solapurcell 4960007907

distance 0.186 · 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":4900000587}}}'

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.