Bhārata Strata · Maharashtra · Jalgaon · morphological twins

Places like cell 4780000039

The MH-36 locality cells most similar to this Jalgaon 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

0.376

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680006415

distance 0.376 · cross-district

#2 · Jalgaoncell 4780010131

distance 0.38

#3 · Gadchirolicell 4750011950

distance 0.381 · cross-district

#4 · Amravaticell 4680006555

distance 0.39 · cross-district

#5 · Nagpurcell 4840002347

distance 0.402 · cross-district

#6 · Nagpurcell 4840002077

distance 0.403 · cross-district

#7 · Beedcell 4700002430

distance 0.409 · cross-district

#8 · Dharashivcell 4880000995

distance 0.411 · cross-district

#9 · Gadchirolicell 4750011114

distance 0.416 · cross-district

#10 · Gondiacell 4760000600

distance 0.419 · cross-district

#11 · Sataracell 4940000172

distance 0.423 · cross-district

#12 · Jalgaoncell 4780007805

distance 0.429

#13 · Laturcell 4810004894

distance 0.429 · cross-district

#14 · Gadchirolicell 4750011733

distance 0.429 · cross-district

#15 · Gadchirolicell 4750010900

distance 0.429 · cross-district

#16 · Laturcell 4810004311

distance 0.431 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002215

distance 0.432 · cross-district

#18 · Jalgaoncell 4780000509

distance 0.433

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":478,"cluster_id":4780000039}}}'

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.