Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003126

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.305

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004080

distance 0.305 · cross-district

#2 · Parbhanicell 4890005434

distance 0.327 · cross-district

#3 · Parbhanicell 4890005448

distance 0.333 · cross-district

#4 · Sataracell 4940002570

distance 0.338 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690001969

distance 0.351 · cross-district

#6 · Sataracell 4940002300

distance 0.36 · cross-district

#7 · Jalgaoncell 4780002274

distance 0.366 · cross-district

#8 · Bhandaracell 4710001633

distance 0.369 · cross-district

#9 · Parbhanicell 4890005015

distance 0.371 · cross-district

#10 · Sataracell 4940007294

distance 0.373 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690005963

distance 0.379 · cross-district

#12 · Parbhanicell 4890005317

distance 0.38 · cross-district

#13 · Parbhanicell 4890005376

distance 0.381 · cross-district

#14 · Sanglicell 4930007130

distance 0.389 · cross-district

#15 · Ahmednagarcell 4660004373

distance 0.392 · cross-district

#16 · Sataracell 4940003712

distance 0.394 · cross-district

#17 · Hingolicell 4770002968

distance 0.395

#18 · Washimcell 4990000141

distance 0.397 · 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":4770003126}}}'

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.