Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005128

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.376

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002474

distance 0.376

#2 · Buldhanacell 4720005825

distance 0.457 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690003219

distance 0.465 · cross-district

#4 · Chhatrapati Sambhajinagarcell 4690002688

distance 0.467 · cross-district

#5 · Buldhanacell 4720004384

distance 0.47 · cross-district

#6 · Buldhanacell 4720005900

distance 0.479 · cross-district

#7 · Nashikcell 4870001840

distance 0.483 · cross-district

#8 · Wardhacell 4980002330

distance 0.499 · cross-district

#9 · Solapurcell 4960002933

distance 0.502 · cross-district

#10 · Dhulecell 4740003321

distance 0.511 · cross-district

#11 · Punecell 4900005127

distance 0.52

#12 · Buldhanacell 4720005826

distance 0.532 · cross-district

#13 · Nandedcell 4850004604

distance 0.533 · cross-district

#14 · Sataracell 4940001240

distance 0.533 · cross-district

#15 · Jalnacell 4790003955

distance 0.535 · cross-district

#16 · Solapurcell 4960003462

distance 0.541 · cross-district

#17 · Ahmednagarcell 4660004040

distance 0.543 · cross-district

#18 · Jalnacell 4790003957

distance 0.545 · 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":4900005128}}}'

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.