Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900004988

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 7 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.338

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003980

distance 0.338 · cross-district

#2 · Solapurcell 4960004760

distance 0.344 · cross-district

#3 · Ahmednagarcell 4660005806

distance 0.353 · cross-district

#4 · Punecell 4900002010

distance 0.377

#5 · Punecell 4900006034

distance 0.383

#6 · Solapurcell 4960011182

distance 0.385 · cross-district

#7 · Ahmednagarcell 4660014336

distance 0.388 · cross-district

#8 · Nashikcell 4870010585

distance 0.395 · cross-district

#9 · Punecell 4900002323

distance 0.399

#10 · Chhatrapati Sambhajinagarcell 4690002691

distance 0.429 · cross-district

#11 · Parbhanicell 4890004169

distance 0.435 · cross-district

#12 · Nashikcell 4870009492

distance 0.44 · cross-district

#13 · Solapurcell 4960006181

distance 0.445 · cross-district

#14 · Punecell 4900002167

distance 0.446

#15 · Nagpurcell 4840003750

distance 0.447 · cross-district

#16 · Nashikcell 4870011426

distance 0.448 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690003217

distance 0.448 · cross-district

#18 · Ahmednagarcell 4660005688

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":4900004988}}}'

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.