Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002822

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005318

distance 0.312 · cross-district

#2 · Parbhanicell 4890005433

distance 0.313 · cross-district

#3 · Parbhanicell 4890005418

distance 0.325 · cross-district

#4 · Hingolicell 4770002821

distance 0.332

#5 · Ahmednagarcell 4660002027

distance 0.345 · cross-district

#6 · Parbhanicell 4890005435

distance 0.349 · cross-district

#7 · Hingolicell 4770002670

distance 0.35

#8 · Hingolicell 4770002827

distance 0.351

#9 · Amravaticell 4680000306

distance 0.351 · cross-district

#10 · Nagpurcell 4840001567

distance 0.355 · cross-district

#11 · Parbhanicell 4890005419

distance 0.355 · cross-district

#12 · Nagpurcell 4840007428

distance 0.361 · cross-district

#13 · Dharashivcell 4880000464

distance 0.362 · cross-district

#14 · Buldhanacell 4720007589

distance 0.365 · cross-district

#15 · Gondiacell 4760002438

distance 0.367 · cross-district

#16 · Hingolicell 4770003295

distance 0.374

#17 · Parbhanicell 4890005447

distance 0.381 · cross-district

#18 · Hingolicell 4770002901

distance 0.387

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":4770002822}}}'

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.