Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009410

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900009201

distance 0.199

#2 · Punecell 4900007508

distance 0.211

#3 · Punecell 4900007397

distance 0.211

#4 · Ahmednagarcell 4660001732

distance 0.212 · cross-district

#5 · Punecell 4900008760

distance 0.213

#6 · Punecell 4900008873

distance 0.218

#7 · Ahmednagarcell 4660003443

distance 0.222 · cross-district

#8 · Punecell 4900008650

distance 0.224

#9 · Punecell 4900008755

distance 0.227

#10 · Punecell 4900008646

distance 0.23

#11 · Ahmednagarcell 4660002707

distance 0.23 · cross-district

#12 · Punecell 4900008756

distance 0.234

#13 · Punecell 4900008872

distance 0.237

#14 · Ahmednagarcell 4660002237

distance 0.239 · cross-district

#15 · Punecell 4900002481

distance 0.239

#16 · Nashikcell 4870006742

distance 0.243 · cross-district

#17 · Solapurcell 4960009602

distance 0.243 · cross-district

#18 · Solapurcell 4960010465

distance 0.243 · 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":4900009410}}}'

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.