Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000749

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.459

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001937

distance 0.459

#2 · Sataracell 4940003716

distance 0.468 · cross-district

#3 · Solapurcell 4960004078

distance 0.494 · cross-district

#4 · Nashikcell 4870000444

distance 0.503 · cross-district

#5 · Ahmednagarcell 4660002436

distance 0.506 · cross-district

#6 · Punecell 4900009616

distance 0.506

#7 · Jalgaoncell 4780006547

distance 0.516 · cross-district

#8 · Akolacell 4670001070

distance 0.523 · cross-district

#9 · Sataracell 4940001721

distance 0.524 · cross-district

#10 · Punecell 4900013050

distance 0.529

#11 · Solapurcell 4960004227

distance 0.534 · cross-district

#12 · Punecell 4900013342

distance 0.536

#13 · Sataracell 4940008189

distance 0.537 · cross-district

#14 · Nashikcell 4870003633

distance 0.551 · cross-district

#15 · Beedcell 4700008891

distance 0.552 · cross-district

#16 · Punecell 4900001793

distance 0.564

#17 · Amravaticell 4680008287

distance 0.567 · cross-district

#18 · Bhandaracell 4710002022

distance 0.567 · 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":4900000749}}}'

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.