Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009989

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900008728

distance 0.167

#2 · Punecell 4900009682

distance 0.198

#3 · Punecell 4900009589

distance 0.203

#4 · Punecell 4900008502

distance 0.209

#5 · Punecell 4900008832

distance 0.211

#6 · Punecell 4900011677

distance 0.216

#7 · Punecell 4900008718

distance 0.224

#8 · Punecell 4900008636

distance 0.229

#9 · Punecell 4900008972

distance 0.233

#10 · Punecell 4900009585

distance 0.233

#11 · Punecell 4900011798

distance 0.238

#12 · Punecell 4900009889

distance 0.239

#13 · Punecell 4900009691

distance 0.239

#14 · Punecell 4900009055

distance 0.24

#15 · Punecell 4900008753

distance 0.242

#16 · Punecell 4900010179

distance 0.243

#17 · Punecell 4900009700

distance 0.243

#18 · Punecell 4900009980

distance 0.243

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":4900009989}}}'

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.