Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000457

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900005895

distance 0.287

#2 · Sataracell 4940008714

distance 0.321 · cross-district

#3 · Punecell 4900007006

distance 0.326

#4 · Punecell 4900004546

distance 0.338

#5 · Punecell 4900007378

distance 0.344

#6 · Ahmednagarcell 4660004178

distance 0.347 · cross-district

#7 · Nashikcell 4870003078

distance 0.369 · cross-district

#8 · Ahmednagarcell 4660008508

distance 0.372 · cross-district

#9 · Punecell 4900004386

distance 0.372

#10 · Punecell 4900004413

distance 0.375

#11 · Ahmednagarcell 4660003945

distance 0.378 · cross-district

#12 · Nashikcell 4870004377

distance 0.381 · cross-district

#13 · Ahmednagarcell 4660004516

distance 0.384 · cross-district

#14 · Sataracell 4940007013

distance 0.385 · cross-district

#15 · Nashikcell 4870002161

distance 0.385 · cross-district

#16 · Sataracell 4940006705

distance 0.385 · cross-district

#17 · Nashikcell 4870003814

distance 0.387 · cross-district

#18 · Punecell 4900006520

distance 0.389

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":4900000457}}}'

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.