Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900005259

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.361

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690000052

distance 0.361 · cross-district

#2 · Ahmednagarcell 4660014157

distance 0.366 · cross-district

#3 · Laturcell 4810000543

distance 0.387 · cross-district

#4 · Nashikcell 4870005005

distance 0.393 · cross-district

#5 · Buldhanacell 4720000902

distance 0.411 · cross-district

#6 · Beedcell 4700001807

distance 0.416 · cross-district

#7 · Sanglicell 4930003216

distance 0.417 · cross-district

#8 · Ahmednagarcell 4660011552

distance 0.419 · cross-district

#9 · Ahmednagarcell 4660010113

distance 0.427 · cross-district

#10 · Ahmednagarcell 4660003226

distance 0.429 · cross-district

#11 · Punecell 4900007018

distance 0.43

#12 · Buldhanacell 4720008088

distance 0.431 · cross-district

#13 · Beedcell 4700001477

distance 0.435 · cross-district

#14 · Jalgaoncell 4780009675

distance 0.438 · cross-district

#15 · Buldhanacell 4720003568

distance 0.438 · cross-district

#16 · Yavatmalcell 5000001650

distance 0.438 · cross-district

#17 · Parbhanicell 4890000672

distance 0.44 · cross-district

#18 · Jalgaoncell 4780000456

distance 0.441 · 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":4900005259}}}'

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.