Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002515

The MH-36 locality cells most similar to this Hingoli 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

0.406

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720007872

distance 0.406 · cross-district

#2 · Jalgaoncell 4780008589

distance 0.436 · cross-district

#3 · Jalgaoncell 4780005473

distance 0.445 · cross-district

#4 · Buldhanacell 4720005757

distance 0.459 · cross-district

#5 · Gondiacell 4760003624

distance 0.474 · cross-district

#6 · Parbhanicell 4890004116

distance 0.51 · cross-district

#7 · Amravaticell 4680006434

distance 0.531 · cross-district

#8 · Dharashivcell 4880006012

distance 0.54 · cross-district

#9 · Punecell 4900002322

distance 0.541 · cross-district

#10 · Parbhanicell 4890002724

distance 0.557 · cross-district

#11 · Jalgaoncell 4780005987

distance 0.563 · cross-district

#12 · Washimcell 4990001308

distance 0.565 · cross-district

#13 · Jalgaoncell 4780008795

distance 0.568 · cross-district

#14 · Amravaticell 4680000416

distance 0.568 · cross-district

#15 · Nashikcell 4870006626

distance 0.572 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690002379

distance 0.578 · cross-district

#17 · Jalgaoncell 4780006138

distance 0.583 · cross-district

#18 · Nashikcell 4870001747

distance 0.585 · 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":477,"cluster_id":4770002515}}}'

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.