Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002971

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002969

distance 0.34

#2 · Yavatmalcell 5000002359

distance 0.348 · cross-district

#3 · Dharashivcell 4880000262

distance 0.352 · cross-district

#4 · Amravaticell 4680006000

distance 0.354 · cross-district

#5 · Hingolicell 4770001899

distance 0.361

#6 · Parbhanicell 4890005376

distance 0.365 · cross-district

#7 · Parbhanicell 4890005316

distance 0.366 · cross-district

#8 · Amravaticell 4680005992

distance 0.37 · cross-district

#9 · Parbhanicell 4890004960

distance 0.373 · cross-district

#10 · Sanglicell 4930006153

distance 0.374 · cross-district

#11 · Ahmednagarcell 4660014485

distance 0.374 · cross-district

#12 · Jalnacell 4790003244

distance 0.375 · cross-district

#13 · Gondiacell 4760002287

distance 0.38 · cross-district

#14 · Gondiacell 4760002394

distance 0.382 · cross-district

#15 · Chandrapurcell 4730000242

distance 0.385 · cross-district

#16 · Jalnacell 4790001679

distance 0.392 · cross-district

#17 · Solapurcell 4960010438

distance 0.393 · cross-district

#18 · Jalnacell 4790003524

distance 0.398 · 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":4770002971}}}'

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.