Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900002961

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.322

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870011445

distance 0.322 · cross-district

#2 · Sanglicell 4930002413

distance 0.372 · cross-district

#3 · Parbhanicell 4890001710

distance 0.377 · cross-district

#4 · Nandedcell 4850004477

distance 0.383 · cross-district

#5 · Punecell 4900002650

distance 0.395

#6 · Ahmednagarcell 4660007917

distance 0.398 · cross-district

#7 · Sataracell 4940003358

distance 0.402 · cross-district

#8 · Sataracell 4940000084

distance 0.421 · cross-district

#9 · Solapurcell 4960010522

distance 0.428 · cross-district

#10 · Punecell 4900002798

distance 0.43

#11 · Nashikcell 4870011700

distance 0.43 · cross-district

#12 · Ahmednagarcell 4660008530

distance 0.436 · cross-district

#13 · Beedcell 4700004065

distance 0.44 · cross-district

#14 · Nandedcell 4850004478

distance 0.445 · cross-district

#15 · Ahmednagarcell 4660008374

distance 0.446 · cross-district

#16 · Ahmednagarcell 4660008386

distance 0.449 · cross-district

#17 · Solapurcell 4960011738

distance 0.45 · cross-district

#18 · Amravaticell 4680003395

distance 0.452 · 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":4900002961}}}'

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.