Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001899

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.361

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002971

distance 0.361

#2 · Parbhanicell 4890005317

distance 0.363 · cross-district

#3 · Gondiacell 4760002287

distance 0.365 · cross-district

#4 · Parbhanicell 4890004960

distance 0.401 · cross-district

#5 · Gondiacell 4760002090

distance 0.408 · cross-district

#6 · Parbhanicell 4890005316

distance 0.411 · cross-district

#7 · Parbhanicell 4890005376

distance 0.418 · cross-district

#8 · Bhandaracell 4710003452

distance 0.435 · cross-district

#9 · Hingolicell 4770002969

distance 0.44

#10 · Solapurcell 4960010438

distance 0.44 · cross-district

#11 · Parbhanicell 4890005386

distance 0.449 · cross-district

#12 · Buldhanacell 4720005221

distance 0.456 · cross-district

#13 · Buldhanacell 4720003489

distance 0.458 · cross-district

#14 · Wardhacell 4980005466

distance 0.471 · cross-district

#15 · Jalnacell 4790001679

distance 0.471 · cross-district

#16 · Jalnacell 4790003244

distance 0.472 · cross-district

#17 · Amravaticell 4680005327

distance 0.473 · cross-district

#18 · Solapurcell 4960003937

distance 0.474 · 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":4770001899}}}'

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.