Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900006669

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005016

distance 0.153

#2 · Punecell 4900006425

distance 0.17

#3 · Raigadcell 4910002417

distance 0.179 · cross-district

#4 · Raigadcell 4910002018

distance 0.201 · cross-district

#5 · Punecell 4900005939

distance 0.203

#6 · Raigadcell 4910003062

distance 0.21 · cross-district

#7 · Punecell 4900007651

distance 0.215

#8 · Raigadcell 4910001910

distance 0.22 · cross-district

#9 · Raigadcell 4910001917

distance 0.222 · cross-district

#10 · Raigadcell 4910001516

distance 0.226 · cross-district

#11 · Raigadcell 4910001574

distance 0.235 · cross-district

#12 · Raigadcell 4910001754

distance 0.267 · cross-district

#13 · Raigadcell 4910001460

distance 0.274 · cross-district

#14 · Raigadcell 4910002313

distance 0.292 · cross-district

#15 · Punecell 4900006546

distance 0.294

#16 · Punecell 4900006306

distance 0.296

#17 · Raigadcell 4910002518

distance 0.298 · cross-district

#18 · Raigadcell 4910002366

distance 0.301 · 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":4900006669}}}'

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.