Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000483

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

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660004000

distance 0.294 · cross-district

#2 · Ahmednagarcell 4660003022

distance 0.315 · cross-district

#3 · Solapurcell 4960012204

distance 0.321 · cross-district

#4 · Solapurcell 4960008495

distance 0.337 · cross-district

#5 · Punecell 4900000300

distance 0.347

#6 · Nashikcell 4870006883

distance 0.38 · cross-district

#7 · Punecell 4900009616

distance 0.382

#8 · Ahmednagarcell 4660014250

distance 0.383 · cross-district

#9 · Punecell 4900001448

distance 0.393

#10 · Ahmednagarcell 4660004456

distance 0.413 · cross-district

#11 · Beedcell 4700005264

distance 0.417 · cross-district

#12 · Sataracell 4940006389

distance 0.418 · cross-district

#13 · Solapurcell 4960008688

distance 0.421 · cross-district

#14 · Ahmednagarcell 4660009747

distance 0.425 · cross-district

#15 · Nashikcell 4870003630

distance 0.428 · cross-district

#16 · Ahmednagarcell 4660002436

distance 0.433 · cross-district

#17 · Nashikcell 4870003632

distance 0.438 · cross-district

#18 · Nashikcell 4870005283

distance 0.438 · 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":4900000483}}}'

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.