Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004933

The MH-36 locality cells most similar to this Nanded 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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.374

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005064

distance 0.374

#2 · Nandedcell 4850005129

distance 0.399

#3 · Jalgaoncell 4780005610

distance 0.442 · cross-district

#4 · Nashikcell 4870010842

distance 0.459 · cross-district

#5 · Nandedcell 4850005130

distance 0.465

#6 · Laturcell 4810003163

distance 0.475 · cross-district

#7 · Nandedcell 4850004996

distance 0.476

#8 · Dhulecell 4740005173

distance 0.48 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002791

distance 0.489 · cross-district

#10 · Ahmednagarcell 4660012914

distance 0.489 · cross-district

#11 · Yavatmalcell 5000009770

distance 0.489 · cross-district

#12 · Laturcell 4810003060

distance 0.489 · cross-district

#13 · Jalgaoncell 4780005471

distance 0.49 · cross-district

#14 · Beedcell 4700005407

distance 0.496 · cross-district

#15 · Laturcell 4810003219

distance 0.496 · cross-district

#16 · Beedcell 4700005550

distance 0.499 · cross-district

#17 · Jalgaoncell 4780006061

distance 0.508 · cross-district

#18 · Jalgaoncell 4780005470

distance 0.511 · 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":485,"cluster_id":4850004933}}}'

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.