Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900010383

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.198

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900010814

distance 0.198

#2 · Punecell 4900008189

distance 0.201

#3 · Punecell 4900009294

distance 0.207

#4 · Punecell 4900011684

distance 0.21

#5 · Ahmednagarcell 4660003311

distance 0.213 · cross-district

#6 · Punecell 4900010203

distance 0.218

#7 · Punecell 4900008411

distance 0.22

#8 · Punecell 4900010381

distance 0.228

#9 · Punecell 4900010200

distance 0.237

#10 · Punecell 4900008857

distance 0.238

#11 · Punecell 4900010899

distance 0.24

#12 · Punecell 4900010889

distance 0.243

#13 · Punecell 4900009816

distance 0.243

#14 · Punecell 4900010201

distance 0.243

#15 · Punecell 4900010976

distance 0.245

#16 · Punecell 4900010887

distance 0.247

#17 · Punecell 4900010475

distance 0.247

#18 · Punecell 4900007852

distance 0.247

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":4900010383}}}'

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.