Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012266

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.36

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013107

distance 0.36

#2 · Punecell 4900011399

distance 0.373

#3 · Punecell 4900012702

distance 0.425

#4 · Sataracell 4940008574

distance 0.443 · cross-district

#5 · Punecell 4900001444

distance 0.449

#6 · Punecell 4900010017

distance 0.453

#7 · Nashikcell 4870003646

distance 0.457 · cross-district

#8 · Punecell 4900008059

distance 0.459

#9 · Nashikcell 4870010011

distance 0.464 · cross-district

#10 · Sataracell 4940008638

distance 0.473 · cross-district

#11 · Nashikcell 4870002845

distance 0.479 · cross-district

#12 · Punecell 4900001858

distance 0.482

#13 · Nashikcell 4870005412

distance 0.487 · cross-district

#14 · Punecell 4900009917

distance 0.488

#15 · Punecell 4900008731

distance 0.5

#16 · Nashikcell 4870003229

distance 0.505 · cross-district

#17 · Punecell 4900009292

distance 0.505

#18 · Ahmednagarcell 4660012172

distance 0.509 · 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":4900012266}}}'

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.