Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012017

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

0.88

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Raigadcell 4910005946

distance 0.222 · cross-district

#2 · Raigadcell 4910005847

distance 0.228 · cross-district

#3 · Punecell 4900011559

distance 0.245

#4 · Punecell 4900011495

distance 0.283

#5 · Punecell 4900008436

distance 0.294

#6 · Punecell 4900011067

distance 0.308

#7 · Punecell 4900011430

distance 0.313

#8 · Punecell 4900011560

distance 0.315

#9 · Raigadcell 4910005704

distance 0.324 · cross-district

#10 · Punecell 4900008657

distance 0.325

#11 · Punecell 4900009722

distance 0.329

#12 · Punecell 4900011753

distance 0.329

#13 · Raigadcell 4910005936

distance 0.331 · cross-district

#14 · Punecell 4900008774

distance 0.332

#15 · Punecell 4900010126

distance 0.332

#16 · Punecell 4900011066

distance 0.332

#17 · Punecell 4900011429

distance 0.335

#18 · Punecell 4900010391

distance 0.335

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":4900012017}}}'

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.