Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900001937

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.342

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002090

distance 0.342

#2 · Punecell 4900000749

distance 0.459

#3 · Punecell 4900004905

distance 0.468

#4 · Punecell 4900013342

distance 0.534

#5 · Punecell 4900013050

distance 0.546

#6 · Jalgaoncell 4780006812

distance 0.557 · cross-district

#7 · Punecell 4900006196

distance 0.56

#8 · Punecell 4900009616

distance 0.56

#9 · Punecell 4900004751

distance 0.576

#10 · Sataracell 4940003716

distance 0.586 · cross-district

#11 · Sataracell 4940001721

distance 0.586 · cross-district

#12 · Bhandaracell 4710002022

distance 0.593 · cross-district

#13 · Gondiacell 4760002047

distance 0.603 · cross-district

#14 · Amravaticell 4680008287

distance 0.603 · cross-district

#15 · Parbhanicell 4890005399

distance 0.603 · cross-district

#16 · Solapurcell 4960004078

distance 0.604 · cross-district

#17 · Ahmednagarcell 4660002436

distance 0.611 · cross-district

#18 · Akolacell 4670001070

distance 0.613 · 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":4900001937}}}'

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.