Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012935

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013023

distance 0.177

#2 · Punecell 4900012743

distance 0.362

#3 · Punecell 4900000995

distance 0.382

#4 · Punecell 4900000750

distance 0.384

#5 · Punecell 4900012318

distance 0.385

#6 · Punecell 4900012872

distance 0.398

#7 · Punecell 4900004100

distance 0.41

#8 · Chhatrapati Sambhajinagarcell 4690002309

distance 0.416 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690005538

distance 0.423 · cross-district

#10 · Jalnacell 4790001426

distance 0.423 · cross-district

#11 · Punecell 4900004511

distance 0.424

#12 · Chhatrapati Sambhajinagarcell 4690003609

distance 0.43 · cross-district

#13 · Ahmednagarcell 4660012111

distance 0.432 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690002821

distance 0.434 · cross-district

#15 · Solapurcell 4960001525

distance 0.435 · cross-district

#16 · Solapurcell 4960002847

distance 0.435 · cross-district

#17 · Nashikcell 4870004925

distance 0.435 · cross-district

#18 · Ahmednagarcell 4660011940

distance 0.436 · 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":4900012935}}}'

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.